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Audio and Speech Processing

Authors and titles for eess.AS in Feb 2021

[ total of 208 entries: 1-208 ]
[ showing 208 entries per page: fewer | more ]
[1]  arXiv:2102.00154 [pdf, ps, other]
Title: Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization
Authors: Xiaofei Li
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[2]  arXiv:2102.00184 [pdf, other]
Title: Adversarially learning disentangled speech representations for robust multi-factor voice conversion
Authors: Jie Wang, Jingbei Li, Xintao Zhao, Zhiyong Wu, Shiyin Kang, Helen Meng
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[3]  arXiv:2102.00196 [pdf, ps, other]
Title: Directional Sparse Filtering using Weighted Lehmer Mean for Blind Separation of Unbalanced Speech Mixtures
Authors: Karn Watcharasupat, Anh H. T. Nguyen, Ching-Hui Ooi, Andy W. H. Khong
Comments: (c) 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
Journal-ref: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 4485-4489
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Signal Processing (eess.SP)
[4]  arXiv:2102.00270 [pdf, other]
Title: Enhancing the Intelligibility of Cleft Lip and Palate Speech using Cycle-consistent Adversarial Networks
Authors: Protima Nomo Sudro, Rohan Kumar Das, Rohit Sinha, S R Mahadeva Prasanna
Comments: 8 pages, 4 figures, IEEE spoken language and technology workshop
Subjects: Audio and Speech Processing (eess.AS)
[5]  arXiv:2102.00306 [pdf, other]
Title: End-to-End Language Identification using Multi-Head Self-Attention and 1D Convolutional Neural Networks
Authors: Krishna D N, Ankita Patil
Comments: 5 pages, 1 figure
Subjects: Audio and Speech Processing (eess.AS)
[6]  arXiv:2102.00804 [pdf, other]
Title: Phoneme-BERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript
Authors: Mukuntha Narayanan Sundararaman, Ayush Kumar, Jithendra Vepa
Comments: Accepted to Interspeech 2021 conference
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL)
[7]  arXiv:2102.00850 [pdf, other]
Title: On Scaling Contrastive Representations for Low-Resource Speech Recognition
Authors: Lasse Borgholt, Tycho Max Sylvester Tax, Jakob Drachmann Havtorn, Lars Maaløe, Christian Igel
Comments: {\copyright} 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[8]  arXiv:2102.01106 [pdf, other]
Title: Universal Neural Vocoding with Parallel WaveNet
Authors: Yunlong Jiao, Adam Gabrys, Georgi Tinchev, Bartosz Putrycz, Daniel Korzekwa, Viacheslav Klimkov
Comments: 5 pages, 2 figures. Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[9]  arXiv:2102.01326 [pdf, other]
Title: Multimodal Attention Fusion for Target Speaker Extraction
Authors: Hiroshi Sato, Tsubasa Ochiai, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Shoko Araki
Comments: 7 pages, 5 figures
Journal-ref: in IEEE Spoken Language Technology Workshop (SLT), 2021, pp. 778-784
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[10]  arXiv:2102.01363 [pdf, other]
Title: The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap
Authors: Shota Horiguchi, Nelson Yalta, Paola Garcia, Yuki Takashima, Yawen Xue, Desh Raj, Zili Huang, Yusuke Fujita, Shinji Watanabe, Sanjeev Khudanpur
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[11]  arXiv:2102.01380 [pdf, ps, other]
Title: Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
Authors: Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
Comments: 5 pages, ICASSP 2021
Journal-ref: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Canada
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)
[12]  arXiv:2102.01746 [pdf, other]
Title: Inference of the Selective Auditory Attention using Sequential LMMSE Estimation
Authors: Ivine Kuruvila, Kubilay Can Demir, Eghart Fischer, Ulrich Hoppe
Comments: 12 pages, 13 figures
Subjects: Audio and Speech Processing (eess.AS); Signal Processing (eess.SP)
[13]  arXiv:2102.01931 [pdf, other]
Title: A Global-local Attention Framework for Weakly Labelled Audio Tagging
Authors: Helin Wang, Yuexian Zou, Wenwu Wang
Comments: Accepted to ICASSP2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[14]  arXiv:2102.02599 [pdf, other]
Title: VSEGAN: Visual Speech Enhancement Generative Adversarial Network
Authors: Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen
Comments: Accepted by ICASSP 2022
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Image and Video Processing (eess.IV)
[15]  arXiv:2102.02909 [pdf, ps, other]
Title: Infant Cry Classification with Graph Convolutional Networks
Authors: Chunyan Ji, Ming Chen, Bin Li, Yi Pan
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[16]  arXiv:2102.02998 [pdf, other]
Title: Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output
Authors: Hangting Chen, Yang Yi, Dang Feng, Pengyuan Zhang
Comments: Submitted to Inerspeech 2022
Subjects: Audio and Speech Processing (eess.AS)
[17]  arXiv:2102.03109 [pdf, other]
Title: Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning
Authors: Alexandru Nelus, Rene Glitza, Rainer Martin
Comments: Accepted at ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[18]  arXiv:2102.03166 [pdf, other]
Title: Lexical and syntactic gemination in Italian consonants -- Does a geminate Italian consonant consist of a repeated or a strengthened consonant?
Authors: Maria Gabriella Di Benedetto, Stefanie Shattuck-Hufnagel, Luca De Nardis, Sara Budoni, Javier Arango, Ian Chan, Alec DeCaprio
Comments: Under revision at The Journal of the Acoustical Society of America
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[19]  arXiv:2102.03216 [pdf, ps, other]
Title: Intermediate Loss Regularization for CTC-based Speech Recognition
Authors: Jaesong Lee, Shinji Watanabe
Comments: Accepted at ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[20]  arXiv:2102.03468 [pdf, other]
Title: Sound Event Detection in Urban Audio With Single and Multi-Rate PCEN
Authors: Christopher Ick, Brian McFee
Comments: 5 pages, 2 figures, 1 table, accepted for publication in IEEE ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[21]  arXiv:2102.03634 [pdf, other]
Title: Speaker attribution with voice profiles by graph-based semi-supervised learning
Authors: Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno
Comments: Interspeech 2020
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[22]  arXiv:2102.03649 [pdf, other]
Title: The DKU-Duke-Lenovo System Description for the Third DIHARD Speech Diarization Challenge
Authors: Weiqing Wang, Qingjian Lin, Danwei Cai, Lin Yang, Ming Li
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[23]  arXiv:2102.03762 [pdf, other]
Title: Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism
Authors: Jisi Zhang, Catalin Zorila, Rama Doddipatla, Jon Barker
Comments: Accepted for ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[24]  arXiv:2102.03786 [pdf, other]
Title: EMA2S: An End-to-End Multimodal Articulatory-to-Speech System
Authors: Yu-Wen Chen, Kuo-Hsuan Hung, Shang-Yi Chuang, Jonathan Sherman, Wen-Chin Huang, Xugang Lu, Yu Tsao
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Signal Processing (eess.SP)
[25]  arXiv:2102.03951 [pdf, other]
Title: End-to-End Multi-Channel Transformer for Speech Recognition
Authors: Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian King, Siegfried Kunzmann
Comments: Accepted by 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[26]  arXiv:2102.04029 [pdf, ps, other]
Title: Non-linear frequency warping using constant-Q transformation for speech emotion recognition
Authors: Premjeet Singh, Goutam Saha, Md Sahidullah
Comments: Accepted for publication in 2021 IEEE International Conference on Computer Communication and Informatics (IEEE ICCCI 2021)
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Signal Processing (eess.SP)
[27]  arXiv:2102.04144 [pdf, ps, other]
Title: Switching Variational Auto-Encoders for Noise-Agnostic Audio-visual Speech Enhancement
Authors: Mostafa Sadeghi, Xavier Alameda-Pineda
Comments: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subjects: Audio and Speech Processing (eess.AS); Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD)
[28]  arXiv:2102.04629 [pdf, other]
Title: Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform
Authors: Qinglong Li, Fei Gao, Haixin Guan, Kaichi Ma
Comments: 5 pages, 2 figures, Journal submitted
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[29]  arXiv:2102.04696 [pdf, other]
Title: Independent Vector Extraction for Fast Joint Blind Source Separation and Dereverberation
Authors: Rintaro Ikeshita, Tomohiro Nakatani
Comments: Accepted to IEEE Signal Processing Letters
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)
[30]  arXiv:2102.04697 [pdf, other]
Title: Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers
Authors: Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals
Comments: Accepted by ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Sound (cs.SD)
[31]  arXiv:2102.05109 [pdf, other]
Title: CDPAM: Contrastive learning for perceptual audio similarity
Authors: Pranay Manocha, Zeyu Jin, Richard Zhang, Adam Finkelstein
Comments: Dataset, code and sound examples can be found at this https URL
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[32]  arXiv:2102.05245 [pdf, other]
Title: Low-Complexity, Real-Time Joint Neural Echo Control and Speech Enhancement Based On PercepNet
Authors: Jean-Marc Valin, Srikanth Tenneti, Karim Helwani, Umut Isik, Arvindh Krishnaswamy
Comments: Accepted for ICASSP 2021, 5 pages
Subjects: Audio and Speech Processing (eess.AS)
[33]  arXiv:2102.05259 [pdf, other]
Title: VACE-WPE: Virtual Acoustic Channel Expansion Based On Neural Networks for Weighted Prediction Error-Based Speech Dereverberation
Authors: Joon-Young Yang, Joon-Hyuk Chang
Comments: 13 pages, 12 figures, 10 tables
Subjects: Audio and Speech Processing (eess.AS)
[34]  arXiv:2102.05889 [pdf, other]
Title: ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech
Authors: Andreas Nautsch, Xin Wang, Nicholas Evans, Tomi Kinnunen, Ville Vestman, Massimiliano Todisco, Héctor Delgado, Md Sahidullah, Junichi Yamagishi, Kong Aik Lee
Journal-ref: IEEE Transactions on Biometrics, Behavior, and Identity Science 2021
Subjects: Audio and Speech Processing (eess.AS); Cryptography and Security (cs.CR); Sound (cs.SD)
[35]  arXiv:2102.06200 [pdf, other]
Title: Efficient neural networks for real-time modeling of analog dynamic range compression
Authors: Christian J. Steinmetz, Joshua D. Reiss
Comments: Updated and will appear at 152nd AES Convention (note title change)
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[36]  arXiv:2102.06237 [pdf, other]
Title: An Investigation of End-to-End Models for Robust Speech Recognition
Authors: Archiki Prasad, Preethi Jyothi, Rajbabu Velmurugan
Comments: Accepted to appear at ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[37]  arXiv:2102.06306 [pdf, other]
Title: DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals
Authors: Satwinder Singh, Ruili Wang, Yuanhang Qiu
Comments: Accepted in ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD)
[38]  arXiv:2102.06322 [pdf, other]
Title: Joint Dereverberation and Separation with Iterative Source Steering
Authors: Taishi Nakashima, Robin Scheibler, Masahito Togami, Nobutaka Ono
Comments: 5 pages, 2 figures, accepted at ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)
[39]  arXiv:2102.06332 [pdf, ps, other]
Title: Data Augmentation with Signal Companding for Detection of Logical Access Attacks
Authors: Rohan Kumar Das, Jichen Yang, Haizhou Li
Comments: 5 pages, Accepted for publication in International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2021
Subjects: Audio and Speech Processing (eess.AS)
[40]  arXiv:2102.06454 [pdf, other]
Title: Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier
Authors: Guillaume Carbajal, Julius Richter, Timo Gerkmann
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[41]  arXiv:2102.06610 [pdf, other]
Title: Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders
Authors: Jonah Casebeer, Vinjai Vale, Umut Isik, Jean-Marc Valin, Ritwik Giri, Arvindh Krishnaswamy
Comments: 5 pages, 2 figures, ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG)
[42]  arXiv:2102.06744 [pdf, ps, other]
Title: Hybrid phonetic-neural model for correction in speech recognition systems
Authors: Rafael Viana-Cámara, Mario Campos-Soberanis, Diego Campos-Sobrino
Comments: 13 pages, 3 figures, presented in COMIA 2020 (this http URL)
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL)
[43]  arXiv:2102.06816 [pdf, other]
Title: Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR
Authors: Ruchao Fan, Amber Afshan, Abeer Alwan
Comments: Accepted to ICASSP2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG)
[44]  arXiv:2102.07047 [pdf, other]
Title: Adversarial defense for automatic speaker verification by cascaded self-supervised learning models
Authors: Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee
Comments: Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI)
[45]  arXiv:2102.07054 [pdf, other]
Title: Inverted Vocal Tract Variables and Facial Action Units to Quantify Neuromotor Coordination in Schizophrenia
Authors: Yashish Maduwantha H.P.E.R.S, Chris Kitchen, Deanna L. Kelly, Carol Espy-Wilson
Comments: Conference
Subjects: Audio and Speech Processing (eess.AS)
[46]  arXiv:2102.07330 [pdf, other]
Title: A Modulation-Domain Loss for Neural-Network-based Real-time Speech Enhancement
Authors: Tyler Vuong, Yangyang Xia, Richard M. Stern
Comments: Accepted IEEE ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS)
[47]  arXiv:2102.07390 [pdf, other]
Title: Representation Learning For Speech Recognition Using Feedback Based Relevance Weighting
Authors: Purvi Agrawal, Sriram Ganapathy
Comments: arXiv admin note: substantial text overlap with arXiv:2011.00721, arXiv:2011.02136, arXiv:2001.07067
Journal-ref: IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2021
Subjects: Audio and Speech Processing (eess.AS)
[48]  arXiv:2102.07445 [pdf, other]
Title: On training targets for noise-robust voice activity detection
Authors: Sebastian Braun, Ivan Tashev
Journal-ref: 29th European Signal Processing Conference (EUSIPCO), 2021, Dublin, Ireland
Subjects: Audio and Speech Processing (eess.AS)
[49]  arXiv:2102.07786 [pdf, other]
Title: PeriodNet: A non-autoregressive waveform generation model with a structure separating periodic and aperiodic components
Authors: Yukiya Hono, Shinji Takaki, Kei Hashimoto, Keiichiro Oura, Yoshihiko Nankaku, Keiichi Tokuda
Comments: 5 pages, accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Signal Processing (eess.SP)
[50]  arXiv:2102.07955 [pdf, other]
Title: Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition
Authors: Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
Comments: Submitted to Computer Speech & Language
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[51]  arXiv:2102.07961 [pdf, other]
Title: Semi-Supervised Singing Voice Separation with Noisy Self-Training
Authors: Zhepei Wang, Ritwik Giri, Umut Isik, Jean-Marc Valin, Arvindh Krishnaswamy
Comments: Accepted at 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021)
Subjects: Audio and Speech Processing (eess.AS)
[52]  arXiv:2102.08075 [pdf, other]
Title: Axial Residual Networks for CycleGAN-based Voice Conversion
Authors: Jaeseong You, Gyuhyeon Nam, Dalhyun Kim, Gyeongsu Chae
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[53]  arXiv:2102.08328 [pdf, other]
Title: Context-Aware Prosody Correction for Text-Based Speech Editing
Authors: Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo
Comments: To appear in proceedings of ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[54]  arXiv:2102.08706 [pdf, other]
Title: Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder
Authors: Huajian Fang, Guillaume Carbajal, Stefan Wermter, Timo Gerkmann
Comments: ICASSP 2021. (c) 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[55]  arXiv:2102.09106 [pdf, other]
Title: Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition
Authors: Gary Yeung, Ruchao Fan, Abeer Alwan
Comments: To be published in IEEE ICASSP
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[56]  arXiv:2102.09168 [pdf, other]
Title: Gaussian Kernelized Self-Attention for Long Sequence Data and Its Application to CTC-based Speech Recognition
Authors: Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
Comments: Accepted to ICASSP2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[57]  arXiv:2102.09660 [pdf, other]
Title: Generative Speech Coding with Predictive Variance Regularization
Authors: W. Bastiaan Kleijn, Andrew Storus, Michael Chinen, Tom Denton, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Hengchin Yeh
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[58]  arXiv:2102.09666 [pdf, other]
Title: Dynamic curriculum learning via data parameters for noise robust keyword spotting
Authors: Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
Comments: Accepted at ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD)
[59]  arXiv:2102.09838 [pdf, other]
Title: A Robust Maximum Likelihood Distortionless Response Beamformer based on a Complex Generalized Gaussian Distribution
Authors: Weixin Meng, Chengshi Zheng, Xiaodong Li
Subjects: Audio and Speech Processing (eess.AS); Signal Processing (eess.SP)
[60]  arXiv:2102.09853 [pdf, ps, other]
Title: Direction of Arrival Estimation of Noisy Speech Using Convolutional Recurrent Neural Networks with Higher-Order Ambisonics Signals
Authors: Nils Poschadel, Robert Hupke, Stephan Preihs, Jürgen Peissig
Comments: 5 pages, 6 figures. Accepted to EUSIPCO 2021
Subjects: Audio and Speech Processing (eess.AS)
[61]  arXiv:2102.09918 [pdf, other]
Title: End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study
Authors: Prashanth Gurunath Shivakumar, Shrikanth Narayanan
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[62]  arXiv:2102.09928 [pdf, other]
Title: Do End-to-End Speech Recognition Models Care About Context?
Authors: Lasse Borgholt, Jakob Drachmann Havtorn, Željko Agić, Anders Søgaard, Lars Maaløe, Christian Igel
Comments: Published in the proceedings of INTERSPEECH 2020, pp. 4352-4356
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)
[63]  arXiv:2102.09939 [pdf, ps, other]
Title: ABSP System for The Third DIHARD Challenge
Authors: A Kishore Kumar, Shefali Waldekar, Goutam Saha, Md Sahidullah
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP)
[64]  arXiv:2102.09959 [pdf, other]
Title: Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast
Authors: Satvik Venkatesh, David Moffat, Alexis Kirke, Gözel Shakeri, Stephen Brewster, Jörg Fachner, Helen Odell-Miller, Alex Street, Nicolas Farina, Sube Banerjee, Eduardo Reck Miranda
Comments: 5 pages, 3 figures, Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[65]  arXiv:2102.10345 [pdf, other]
Title: Model architectures to extrapolate emotional expressions in DNN-based text-to-speech
Authors: Katsuki Inoue, Sunao Hara, Masanobu Abe, Nobukatsu Hojo, Yusuke Ijima
Comments: This is the author's final draft. Accepted by Speech Communication. Please refer to the journal if you want
Subjects: Audio and Speech Processing (eess.AS)
[66]  arXiv:2102.10376 [pdf, other]
Title: The Use of Voice Source Features for Sung Speech Recognition
Authors: Gerardo Roa Dabike, Jon Barker
Comments: Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
[67]  arXiv:2102.10449 [pdf, other]
Title: WARP-Q: Quality Prediction For Generative Neural Speech Codecs
Authors: Wissam A. Jassim, Jan Skoglund, Michael Chinen, Andrew Hines
Comments: Accepted for presentation at IEEE ICASSP 2021. Source code and data can be found on this https URL
Subjects: Audio and Speech Processing (eess.AS); Signal Processing (eess.SP)
[68]  arXiv:2102.10815 [pdf, other]
Title: LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation
Authors: Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao
Comments: Accepted to ICASSP 2021. arXiv admin note: text overlap with arXiv:2012.01684
Subjects: Audio and Speech Processing (eess.AS)
[69]  arXiv:2102.11265 [pdf, other]
Title: Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
Authors: Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Comments: new version has an updated title
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[70]  arXiv:2102.11480 [pdf, ps, other]
Title: Evolutionary optimization of contexts for phonetic correction in speech recognition systems
Authors: Rafael Viana-Cámara, Diego Campos-Sobrino, Mario Campos-Soberanis
Comments: 13 pages, 4 figures, This article is a translation of the paper "Optimizaci\'on evolutiva de contextos para la correcci\'on fon\'etica en sistemas de reconocimiento del habla" presented in COMIA 2019
Journal-ref: Research in Computing Science Issue 148(8), 2019, pp. 293-306. ISSN 1870-4069
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[71]  arXiv:2102.11525 [pdf, other]
Title: End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
Authors: Wangyou Zhang, Christoph Boeddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian
Comments: 5 pages, 1 figure, accepted by ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[72]  arXiv:2102.11594 [pdf, other]
Title: Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition
Authors: Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao
Comments: Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[73]  arXiv:2102.11634 [pdf, other]
Title: Dual-Path Modeling for Long Recording Speech Separation in Meetings
Authors: Chenda Li, Zhuo Chen, Yi Luo, Cong Han, Tianyan Zhou, Keisuke Kinoshita, Marc Delcroix, Shinji Watanabe, Yanmin Qian
Comments: Accepted by ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[74]  arXiv:2102.11906 [pdf, other]
Title: Handling Background Noise in Neural Speech Generation
Authors: Tom Denton, Alejandro Luebs, Felicia S. C. Lim, Andrew Storus, Hengchin Yeh, W. Bastiaan Kleijn, Jan Skoglund
Comments: 5 pages, 3 figures, presented at the Asilomar Conference on Signals, Systems, and Computers 2020
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[75]  arXiv:2102.12078 [pdf, other]
Title: Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks
Authors: Ju Lin, Adriaan J. van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith
Comments: Preprint
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[76]  arXiv:2102.12394 [pdf, other]
Title: SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter
Authors: Colin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey P. Bigham
Comments: Accepted to ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[77]  arXiv:2102.12397 [pdf, other]
Title: Thoughts on the potential to compensate a hearing loss in noise
Authors: Marc René Schädler
Comments: 26 pages, 22 figures, related code this https URL
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[78]  arXiv:2102.12624 [pdf, other]
Title: Meta-Learning for improving rare word recognition in end-to-end ASR
Authors: Florian Lux, Ngoc Thang Vu
Comments: Revised version to be published in the proceedings of ICASSP 2021
Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)
[79]  arXiv:2102.12829 [pdf, other]
Title: Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings
Authors: Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)
[80]  arXiv:2102.13334 [pdf, ps, other]
Title: Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions
Authors: Sania Gul, Muhammad Salman Khan, Syed Waqar Shah
Subjects: Audio and Speech Processing (eess.AS)
[81]  arXiv:2102.13397 [pdf, other]
Title: Underwater Acoustic Communication Receiver Using Deep Belief Network
Authors: Abigail Lee-Leon, Chau Yuen, Dorien Herremans
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD); Signal Processing (eess.SP)
[82]  arXiv:2102.13468 [pdf, other]
Title: The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Authors: Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp
Comments: 5 pages
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)
[83]  arXiv:2102.04832 (cross-list from eess.SP) [pdf, other]
Title: Fast and Accurate Amplitude Demodulation of Wideband Signals
Authors: Mantas Gabrielaitis
Comments: Accepted for publication in IEEE Transactions on Signal Processing
Subjects: Signal Processing (eess.SP); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[84]  arXiv:2102.06269 (cross-list from eess.IV) [pdf, other]
Title: Disentanglement for audio-visual emotion recognition using multitask setup
Authors: Raghuveer Peri, Srinivas Parthasarathy, Charles Bradshaw, Shiva Sundaram
Comments: Accepted for ICASSP 2021, 5 pages
Subjects: Image and Video Processing (eess.IV); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[85]  arXiv:2102.06393 (cross-list from eess.SP) [pdf, other]
Title: Mind the beat: detecting audio onsets from EEG recordings of music listening
Authors: Ashvala Vinay, Alexander Lerch, Grace Leslie
Comments: to be published in ICASSP 2021 4 figures, 5 pages (4 pages of content + 1 page of references)
Subjects: Signal Processing (eess.SP); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[86]  arXiv:2102.07896 (cross-list from eess.SP) [pdf, other]
Title: A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images
Authors: Yongwan Lim, Asterios Toutios, Yannick Bliesener, Ye Tian, Sajan Goud Lingala, Colin Vaz, Tanner Sorensen, Miran Oh, Sarah Harper, Weiyi Chen, Yoonjeong Lee, Johannes Töger, Mairym Lloréns Montesserin, Caitlin Smith, Bianca Godinez, Louis Goldstein, Dani Byrd, Krishna S. Nayak, Shrikanth S. Narayanan
Comments: 27 pages, 6 figures, 5 tables, submitted to Nature Scientific Data
Subjects: Signal Processing (eess.SP); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[87]  arXiv:2102.07990 (cross-list from eess.SP) [pdf, other]
Title: Through-the-Wall Radar under Electromagnetic Complex Wall: A Deep Learning Approach
Authors: Fardin Ghorbani, Hossein Soleimani
Subjects: Signal Processing (eess.SP); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[88]  arXiv:2102.00151 (cross-list from cs.SD) [pdf, other]
Title: Expressive Neural Voice Cloning
Authors: Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley
Comments: 12 pages, 2 figures, 2 tables
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[89]  arXiv:2102.00201 (cross-list from cs.SD) [pdf, other]
Title: Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging
Authors: Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
Comments: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing
Subjects: Sound (cs.SD); Information Retrieval (cs.IR); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[90]  arXiv:2102.00247 (cross-list from cs.CL) [pdf, other]
Title: Triple M: A Practical Text-to-speech Synthesis System With Multi-guidance Attention And Multi-band Multi-time LPCNet
Authors: Shilun Lin, Fenglong Xie, Li Meng, Xinhui Li, Li Lu
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[91]  arXiv:2102.00291 (cross-list from cs.SD) [pdf, other]
Title: Speech Recognition by Simply Fine-tuning BERT
Authors: Wen-Chin Huang, Chia-Hua Wu, Shang-Bao Luo, Kuan-Yu Chen, Hsin-Min Wang, Tomoki Toda
Comments: Accepted to ICASSP 2021
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[92]  arXiv:2102.00313 (cross-list from cs.SD) [pdf, other]
Title: Cortical Features for Defense Against Adversarial Audio Attacks
Authors: Ilya Kavalerov, Ruijie Zheng, Wojciech Czaja, Rama Chellappa
Comments: Co-author legal name changed
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[93]  arXiv:2102.00382 (cross-list from cs.SD) [pdf, other]
Title: Structure-Aware Audio-to-Score Alignment using Progressively Dilated Convolutional Neural Networks
Authors: Ruchit Agrawal, Daniel Wolff, Simon Dixon
Comments: ICASSP 2021 camera-ready version. Copyrights belong to IEEE
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[94]  arXiv:2102.00429 (cross-list from cs.SD) [pdf, other]
Title: High Fidelity Speech Regeneration with Application to Speech Enhancement
Authors: Adam Polyak, Lior Wolf, Yossi Adi, Ori Kabeli, Yaniv Taigman
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[95]  arXiv:2102.00550 (cross-list from cs.SD) [pdf, other]
Title: Boosting the Predictive Accurary of Singer Identification Using Discrete Wavelet Transform For Feature Extraction
Authors: Victoire Djimna Noyum, Younous Perieukeu Mofenjou, Cyrille Feudjio, Alkan Göktug, Ernest Fokoué
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[96]  arXiv:2102.00616 (cross-list from cs.SD) [pdf, ps, other]
Title: Neural Network architectures to classify emotions in Indian Classical Music
Authors: Uddalok Sarkar, Sayan Nag, Medha Basu, Archi Banerjee, Shankha Sanyal, Ranjan Sengupta, Dipak Ghosh
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[97]  arXiv:2102.01013 (cross-list from cs.CL) [pdf, other]
Title: End2End Acoustic to Semantic Transduction
Authors: Valentin Pelloin, Nathalie Camelin, Antoine Laurent, Renato De Mori, Antoine Caubrière, Yannick Estève, Sylvain Meignier
Comments: Accepted at IEEE ICASSP 2021
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[98]  arXiv:2102.01133 (cross-list from cs.SD) [pdf, other]
Title: Deep Music Information Dynamics
Authors: Shlomo Dubnov
Journal-ref: The 2020 Joint Conference on AI Music Creativity, October 19-23, 2020, Royal Institute of Technology (KTH), Stockholm, Sweden
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[99]  arXiv:2102.01243 (cross-list from cs.SD) [pdf, other]
Title: PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation
Authors: Yuan Gong, Yu-An Chung, James Glass
Comments: Published in IEEE/ACM Transactions on Audio Speech and Language Processing. Code at this https URL
Journal-ref: in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 3292-3306, 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[100]  arXiv:2102.01547 (cross-list from cs.SD) [pdf, other]
Title: WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit
Authors: Zhuoyuan Yao, Di Wu, Xiong Wang, Binbin Zhang, Fan Yu, Chao Yang, Zhendong Peng, Xiaoyu Chen, Lei Xie, Xin Lei
Comments: 5 pages, 2 figures, 4 tables
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[101]  arXiv:2102.01640 (cross-list from cs.SD) [pdf, other]
Title: SPEAK WITH YOUR HANDS Using Continuous Hand Gestures to control Articulatory Speech Synthesizer
Authors: Pramit Saha, Debasish Ray Mohapatra, Sidney Fels
Comments: 2 pages, 1 figure
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[102]  arXiv:2102.01692 (cross-list from cs.SD) [pdf, ps, other]
Title: Generacion de voces artificiales infantiles en castellano con acento costarricense
Authors: Ana Lilia Alvarez-Blanco, Eugenia Cordoba-Warner, Marvin Coto-Jimenez, Vivian Fallas-Lopez, Maribel Morales Rodriguez
Comments: 12 pages, in Spanish
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Audio and Speech Processing (eess.AS)
[103]  arXiv:2102.01813 (cross-list from cs.SD) [pdf, other]
Title: Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation
Authors: Mingke Xu, Fan Zhang, Xiaodong Cui, Wei Zhang
Comments: Accepted by ICASSP 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[104]  arXiv:2102.01927 (cross-list from cs.SD) [pdf, ps, other]
Title: Impact of Sound Duration and Inactive Frames on Sound Event Detection Performance
Authors: Keisuke Imoto, Sakiko Mishima, Yumi Arai, Reishi Kondo
Comments: Accepted to ICASSP 2021. arXiv admin note: text overlap with arXiv:2006.15253
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[105]  arXiv:2102.01930 (cross-list from cs.SD) [pdf, other]
Title: General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework
Authors: Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[106]  arXiv:2102.01991 (cross-list from cs.SD) [pdf, other]
Title: Towards Natural and Controllable Cross-Lingual Voice Conversion Based on Neural TTS Model and Phonetic Posteriorgram
Authors: Shengkui Zhao, Hao Wang, Trung Hieu Nguyen, Bin Ma
Comments: 5 pages, 2 figures, 4 tables, accepted by ICASSP 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[107]  arXiv:2102.01993 (cross-list from cs.SD) [pdf, other]
Title: Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
Authors: Shengkui Zhao, Trung Hieu Nguyen, Bin Ma
Comments: 5 pages, 4 figures, 2 tables, accepted by ICASSP 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[108]  arXiv:2102.02028 (cross-list from cs.SD) [pdf, other]
Title: Music source separation conditioned on 3D point clouds
Authors: Francesc Lluís, Vasileios Chatziioannou, Alex Hofmann
Subjects: Sound (cs.SD); Computer Vision and Pattern Recognition (cs.CV); Audio and Speech Processing (eess.AS)
[109]  arXiv:2102.02074 (cross-list from cs.SD) [pdf, ps, other]
Title: Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification
Authors: Achintya Kumar Sarkar, Md Sahidullah, Zheng-Hua Tan
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[110]  arXiv:2102.02270 (cross-list from cs.CL) [pdf, other]
Title: Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords
Authors: Prashanth Gurunath Shivakumar, Panayiotis Georgiou, Shrikanth Narayanan
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[111]  arXiv:2102.02282 (cross-list from cs.SD) [pdf, other]
Title: Downbeat Tracking with Tempo-Invariant Convolutional Neural Networks
Authors: Bruno Di Giorgi, Matthias Mauch, Mark Levy
Comments: 7 pages, 5 figures, Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020
Journal-ref: Proceedings of the 21st International Society for Music Information Retrieval Conference (2020) 216-222
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[112]  arXiv:2102.02417 (cross-list from cs.SD) [pdf, other]
Title: Audio Adversarial Examples: Attacks Using Vocal Masks
Authors: Kai Yuan Tay, Lynnette Ng, Wei Han Chua, Lucerne Loke, Danqi Ye, Melissa Chua
Comments: 9 pages, 1 figure, 2 tables. Submitted to COLING2020
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[113]  arXiv:2102.02640 (cross-list from cs.SD) [pdf, ps, other]
Title: Low Bit-Rate Wideband Speech Coding: A Deep Generative Model based Approach
Authors: Gang Min, Xiongwei Zhang, Xia Zou, Xiangyang Liu
Comments: 6 pages
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[114]  arXiv:2102.02964 (cross-list from cs.SD) [pdf, ps, other]
Title: Diversity-Robust Acoustic Feature Signatures Based on Multiscale Fractal Dimension for Similarity Search of Environmental Sounds
Authors: Motohiro Sunouchi, Masaharu Yoshioka
Comments: 15 pages, 14 figures
Subjects: Sound (cs.SD); Information Retrieval (cs.IR); Audio and Speech Processing (eess.AS)
[115]  arXiv:2102.03049 (cross-list from cs.SD) [pdf, ps, other]
Title: Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1
Authors: Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Chao-Jung Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Li-Chin Chen, Yen-Chun Lai, Bi-Fang Hsu, Nian-Jhen Lin, Wan-Lin Tsai, Yi-Lin Wu, Tzu-Ling Tseng, Ching-Ting Tseng, Yi-Tsun Chen, Feipei Lai
Comments: 48 pages, 8 figures. Accepted by PLoS One
Journal-ref: PLoS ONE, 2021, 16(7): e0254134
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[116]  arXiv:2102.03055 (cross-list from cs.SD) [pdf, other]
Title: Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR
Authors: Ruizhi Li, Gregory Sell, Hynek Hermansky
Comments: Accepted at IEEE SLT 2021
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[117]  arXiv:2102.03170 (cross-list from cs.SD) [pdf, other]
Title: White-box Audio VST Effect Programming
Authors: Christopher Mitcheltree, Hideki Koike
Comments: The latest version of the system is to appear at EvoMUSART 2021 as a full paper. Audio samples of the latest system can be listened to at this https URL
Journal-ref: 4th Workshop on Machine Learning for Creativity and Design at NeurIPS 2020, Vancouver, Canada
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[118]  arXiv:2102.03207 (cross-list from cs.SD) [pdf, other]
Title: Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
Authors: Hyeong-Seok Choi, Sungjin Park, Jie Hwan Lee, Hoon Heo, Dongsuk Jeon, Kyogu Lee
Comments: 5 pages, 2 figures, 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). arXiv admin note: text overlap with arXiv:2006.00687
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[119]  arXiv:2102.03229 (cross-list from cs.SD) [pdf, other]
Title: Multi-Task Self-Supervised Pre-Training for Music Classification
Authors: Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang
Comments: Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[120]  arXiv:2102.03424 (cross-list from cs.CV) [pdf, other]
Title: Learning Audio-Visual Correlations from Variational Cross-Modal Generation
Authors: Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan
Comments: Accepted to ICASSP 2021
Subjects: Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[121]  arXiv:2102.03662 (cross-list from cs.CL) [pdf, other]
Title: A bandit approach to curriculum generation for automatic speech recognition
Authors: Anastasia Kuznetsova, Anurag Kumar, Francis M. Tyers
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[122]  arXiv:2102.03868 (cross-list from cs.SD) [pdf, other]
Title: U-vectors: Generating clusterable speaker embedding from unlabeled data
Authors: M. F. Mridha, Abu Quwsar Ohi, Muhammad Mostafa Monowar, Md. Abdul Hamid, Md. Rashedul Islam, Yutaka Watanobe
Comments: 18 pages, 7 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[123]  arXiv:2102.03957 (cross-list from cs.SD) [pdf, other]
Title: Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model
Authors: Ivine Kuruvila, Jan Muncke, Eghart Fischer, Ulrich Hoppe
Comments: 18 pages, 6 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[124]  arXiv:2102.04040 (cross-list from cs.SD) [pdf, ps, other]
Title: LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search
Authors: Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu
Comments: Accepted to ICASSP 21
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[125]  arXiv:2102.04051 (cross-list from cs.HC) [pdf, other]
Title: HumanACGAN: conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception
Authors: Yota Ueda, Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari
Comments: 5 pages, 6 figures, to be published in 2021 IEEE International Conference on Acoustics, Speech and Signal Processing
Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[126]  arXiv:2102.04056 (cross-list from cs.SD) [pdf, other]
Title: Speaker and Direction Inferred Dual-channel Speech Separation
Authors: Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu
Comments: Accepted by ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[127]  arXiv:2102.04062 (cross-list from cs.SD) [pdf, ps, other]
Title: An Update on a Progressively Expanded Database for Automated Lung Sound Analysis
Authors: Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Feipei Lai
Comments: Under review, 14 pages, 5 figures, 3 tables
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[128]  arXiv:2102.04198 (cross-list from cs.SD) [pdf, other]
Title: ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network
Authors: Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
Comments: 5 pages, 3 figures, accepted by ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[129]  arXiv:2102.04254 (cross-list from cs.CE) [pdf, other]
Title: A Data-Driven Approach to Violin Making
Authors: Sebastian Gonzalez, Davide Salvi, Daniel Baeza, Fabio Antonacci, Augusto Sarti
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[130]  arXiv:2102.04429 (cross-list from cs.SD) [pdf, other]
Title: Federated Acoustic Modeling For Automatic Speech Recognition
Authors: Xiaodong Cui, Songtao Lu, Brian Kingsbury
Comments: Accepted by ICASSP 2021
Subjects: Sound (cs.SD); Distributed, Parallel, and Cluster Computing (cs.DC); Audio and Speech Processing (eess.AS)
[131]  arXiv:2102.04488 (cross-list from cs.CL) [pdf, other]
Title: Wake Word Detection with Streaming Transformers
Authors: Yiming Wang, Hang Lv, Daniel Povey, Lei Xie, Sanjeev Khudanpur
Comments: Accepted at IEEE ICASSP 2021. 5 pages, 3 figures
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[132]  arXiv:2102.04588 (cross-list from cs.SD) [pdf, other]
Title: A comparative study of two-dimensional vocal tract acoustic modeling based on Finite-Difference Time-Domain methods
Authors: Debasish Ray Mohapatra, Victor Zappi, Sidney Fels
Comments: 4 pages, 3 figures
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[133]  arXiv:2102.04680 (cross-list from cs.SD) [pdf, other]
Title: TräumerAI: Dreaming Music with StyleGAN
Authors: Dasaem Jeong, Seungheon Doh, Taegyun Kwon
Comments: presented in NeurIPS Workshop 2020: Machine Learning for Creativity and Design
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[134]  arXiv:2102.04740 (cross-list from stat.ME) [pdf, other]
Title: Principal components variable importance reconstruction (PC-VIR): Exploring predictive importance in multicollinear acoustic speech data
Authors: Christopher Carignan, Ander Egurtzegi
Comments: 10 pages, 3 figures, GitHub repository
Subjects: Methodology (stat.ME); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[135]  arXiv:2102.04880 (cross-list from cs.SD) [pdf, ps, other]
Title: Diagnosis of COVID-19 and Non-COVID-19 Patients by Classifying Only a Single Cough Sound
Authors: Masoud Maleki
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS); Optimization and Control (math.OC)
[136]  arXiv:2102.04932 (cross-list from cs.LG) [pdf, other]
Title: Sparsification via Compressed Sensing for Automatic Speech Recognition
Authors: Kai Zhen (1 and 2), Hieu Duy Nguyen (2), Feng-Ju Chang (2), Athanasios Mouchtaris (2), Ariya Rastrow (2). ((1) Indiana University Bloomington, (2) Alexa Machine Learning, Amazon, USA)
Comments: 5 pages, accepted for publication in (ICASSP 2021) 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing. June 6-12, 2021. Location: Toronto, ON, Canada
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[137]  arXiv:2102.04945 (cross-list from cs.SD) [pdf, other]
Title: On permutation invariant training for speech source separation
Authors: Xiaoyu Liu, Jordi Pons
Comments: In proceedings of ICASSP2021
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[138]  arXiv:2102.04997 (cross-list from cs.LG) [pdf, other]
Title: Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements
Authors: Madhurananda Pahar, Igor Miranda, Andreas Diacon, Thomas Niesler
Comments: It has been accepted in ICASSP, 2021. Copyright information is shown at the very first page
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[139]  arXiv:2102.05151 (cross-list from cs.SD) [pdf, other]
Title: Enhancing Audio Augmentation Methods with Consistency Learning
Authors: Turab Iqbal, Karim Helwani, Arvindh Krishnaswamy, Wenwu Wang
Comments: Accepted to 46th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021)
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[140]  arXiv:2102.05225 (cross-list from cs.SD) [pdf, other]
Title: Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data
Authors: Jing Han, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Comments: 5 pages, 3 figures, 2 tables, Accepted for publication at ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[141]  arXiv:2102.05630 (cross-list from cs.SD) [pdf, other]
Title: Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning
Authors: Giuseppe Ruggiero, Enrico Zovato, Luigi Di Caro, Vincent Pollet
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[142]  arXiv:2102.05749 (cross-list from cs.SD) [pdf, ps, other]
Title: Self-Supervised VQ-VAE for One-Shot Music Style Transfer
Authors: Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gaël Richard
Comments: ICASSP 2021. Website: this https URL
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (2021) 96-100
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS); Machine Learning (stat.ML)
[143]  arXiv:2102.05872 (cross-list from cs.SD) [pdf, ps, other]
Title: Onoma-to-wave: Environmental sound synthesis from onomatopoeic words
Authors: Yuki Okamoto, Keisuke Imoto, Shinnosuke Takamichi, Ryosuke Yamanishi, Takahiro Fukumori, Yoichi Yamashita
Comments: Accepted to APSIPA Transactions on Signal and Information Processing
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[144]  arXiv:2102.05894 (cross-list from cs.SD) [pdf, ps, other]
Title: CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions
Authors: Ali Bou Nassif, Ismail Shahin, Shibani Hamsa, Nawel Nemmour, Keikichi Hirose
Comments: Published in Applied Soft Computing journal
Journal-ref: Applied Soft Computing, Elsevier, 2021
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[145]  arXiv:2102.06003 (cross-list from cs.SD) [pdf, ps, other]
Title: Language Independent Emotion Quantification using Non linear Modelling of Speech
Authors: Uddalok Sarkar, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[146]  arXiv:2102.06034 (cross-list from cs.SD) [pdf, other]
Title: Speech enhancement with mixture-of-deep-experts with clean clustering pre-training
Authors: Shlomo E. Chazan, Jacob Goldberger, Sharon Gannot
Comments: arXiv admin note: text overlap with arXiv:1703.09302
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[147]  arXiv:2102.06038 (cross-list from cs.SD) [pdf, ps, other]
Title: A Fractal Approach to Characterize Emotions in Audio and Visual Domain: A Study on Cross-Modal Interaction
Authors: Sayan Nag, Uddalok Sarkar, Shankha Sanyal, Archi Banerjee, Souparno Roy, Samir Karmakar, Ranjan Sengupta, Dipak Ghosh
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[148]  arXiv:2102.06142 (cross-list from cs.SD) [pdf, other]
Title: Multichannel-based learning for audio object extraction
Authors: Daniel Arteaga, Jordi Pons
Comments: In proceedings of ICASSP2021. Appendix added
Journal-ref: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 206-210
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[149]  arXiv:2102.06283 (cross-list from cs.CL) [pdf, other]
Title: Speech-language Pre-training for End-to-end Spoken Language Understanding
Authors: Yao Qian, Ximo Bian, Yu Shi, Naoyuki Kanda, Leo Shen, Zhen Xiao, Michael Zeng
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[150]  arXiv:2102.06291 (cross-list from cs.SD) [pdf, other]
Title: A Multi-View Approach To Audio-Visual Speaker Verification
Authors: Leda Sarı, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[151]  arXiv:2102.06357 (cross-list from cs.SD) [pdf, other]
Title: Contrastive Unsupervised Learning for Speech Emotion Recognition
Authors: Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[152]  arXiv:2102.06380 (cross-list from cs.CL) [pdf, ps, other]
Title: Neural Inverse Text Normalization
Authors: Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff
Comments: 5 pages, accepted to ICASSP 2021
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[153]  arXiv:2102.06431 (cross-list from cs.SD) [pdf, other]
Title: VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
Authors: Peng Liu, Yuewen Cao, Songxiang Liu, Na Hu, Guangzhi Li, Chao Weng, Dan Su
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[154]  arXiv:2102.06455 (cross-list from cs.SD) [pdf, other]
Title: Deep Sound Field Reconstruction in Real Rooms: Introducing the ISOBEL Sound Field Dataset
Authors: Miklas Strøm Kristoffersen, Martin Bo Møller, Pablo Martínez-Nuevo, Jan Østergaard
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[155]  arXiv:2102.06467 (cross-list from cs.SD) [pdf, other]
Title: Content-Aware Speaker Embeddings for Speaker Diarisation
Authors: G. Sun, D. Liu, C. Zhang, P. C. Woodland
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[156]  arXiv:2102.06657 (cross-list from cs.CV) [pdf, other]
Title: End-to-end Audio-visual Speech Recognition with Conformers
Authors: Pingchuan Ma, Stavros Petridis, Maja Pantic
Comments: Accepted to ICASSP 2021
Subjects: Computer Vision and Pattern Recognition (cs.CV); Audio and Speech Processing (eess.AS)
[157]  arXiv:2102.06750 (cross-list from cs.CL) [pdf, other]
Title: Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding
Authors: Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
Comments: Proc. IEEE ICASSP 2021
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[158]  arXiv:2102.06930 (cross-list from cs.SD) [pdf, other]
Title: Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms
Authors: Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Comments: 5 pages, 4 figures, 6 tables, to be published in the Proc. of the 46th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) @ Toronto, Ontario, Canada
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[159]  arXiv:2102.06934 (cross-list from cs.SD) [pdf, other]
Title: Multi-Channel Speech Enhancement using Graph Neural Networks
Authors: Panagiotis Tzirakis, Anurag Kumar, Jacob Donley
Journal-ref: Proc. ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[160]  arXiv:2102.07133 (cross-list from cs.SD) [pdf, other]
Title: Parametric Optimization of Violin Top Plates using Machine Learning
Authors: Davide Salvi, Sebastian Gonzalez, Fabio Antonacci, Augusto Sarti
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[161]  arXiv:2102.07259 (cross-list from cs.SD) [pdf, other]
Title: Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech Recognition
Authors: Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu
Comments: Submitted to IEEE/ACM Trans. on Audio, Speech, and Language Processing
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[162]  arXiv:2102.07307 (cross-list from cs.SD) [pdf, other]
Title: I-vector Based Within Speaker Voice Quality Identification on connected speech
Authors: Chuyao Feng, Eva van Leer, Mackenzie Lee Curtis, David V. Anderson
Comments: s
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[163]  arXiv:2102.07594 (cross-list from cs.CL) [pdf, other]
Title: Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT
Authors: Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang
Comments: 14 pages, 7 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[164]  arXiv:2102.07982 (cross-list from cs.SD) [pdf, other]
Title: Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity
Authors: Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan
Comments: 24 pages, 7 figures, journal
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[165]  arXiv:2102.08015 (cross-list from cs.SD) [pdf, ps, other]
Title: Improving speech recognition models with small samples for air traffic control systems
Authors: Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen
Comments: This work has been accepted by Neurocomputing for publication
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[166]  arXiv:2102.08074 (cross-list from cs.SD) [pdf, other]
Title: Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining
Authors: Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu
Comments: 5 pages
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[167]  arXiv:2102.08183 (cross-list from cs.SD) [pdf, other]
Title: Comparison of semi-supervised deep learning algorithms for audio classification
Authors: Léo Cances, Etienne Labbé, Thomas Pellegrini
Comments: 9 pages, 5 figures, 5 tables. This is the version 3 of the paper. Contains minor fixes compared to the EURASIP one (which is the version 2 of the paper)
Journal-ref: EURASIP Journal on Audio, Speech, and Music Processing, 2022
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[168]  arXiv:2102.08359 (cross-list from cs.SD) [pdf, other]
Title: End-2-End COVID-19 Detection from Breath & Cough Audio
Authors: Harry Coppock, Alexander Gaskell, Panagiotis Tzirakis, Alice Baird, Lyn Jones, Björn W. Schuller
Comments: 5 pages
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[169]  arXiv:2102.08535 (cross-list from cs.CL) [pdf, ps, other]
Title: ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems
Authors: Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang
Comments: An improved work based on our previous Interspeech 2020 paper (this https URL)
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[170]  arXiv:2102.08551 (cross-list from cs.SD) [pdf, other]
Title: Weighted Recursive Least Square Filter and Neural Network based Residual Echo Suppression for the AEC-Challenge
Authors: Ziteng Wang, Yueyue Na, Zhang Liu, Biao Tian, Qiang Fu
Comments: 5 pages, 2 figures, accepted by ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[171]  arXiv:2102.08575 (cross-list from cs.SD) [pdf, ps, other]
Title: End-to-end lyrics Recognition with Voice to Singing Style Transfer
Authors: Sakya Basak, Shrutina Agarwal, Sriram Ganapathy, Naoya Takahashi
Comments: accepted at ICASSP 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[172]  arXiv:2102.08833 (cross-list from cs.SD) [pdf, other]
Title: DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
Authors: David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna Lukashevich
Comments: To be published in EUSIPCO 2021
Subjects: Sound (cs.SD); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[173]  arXiv:2102.09202 (cross-list from cs.SD) [pdf, other]
Title: Low Resource Audio-to-Lyrics Alignment From Polyphonic Music Recordings
Authors: Emir Demirel, Sven Ahlbäck, Simon Dixon
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[174]  arXiv:2102.09281 (cross-list from cs.LG) [pdf, other]
Title: DINO: A Conditional Energy-Based GAN for Domain Translation
Authors: Konstantinos Vougioukas, Stavros Petridis, Maja Pantic
Comments: Accepted to ICLR 2021
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[175]  arXiv:2102.09607 (cross-list from cs.LG) [pdf, ps, other]
Title: Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder
Authors: Bo Wang, Yue Wu, Nemanja Vaci, Maria Liakata, Terry Lyons, Kate E A Saunders
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[176]  arXiv:2102.09680 (cross-list from cs.CL) [pdf, other]
Title: Fixing Errors of the Google Voice Recognizer through Phonetic Distance Metrics
Authors: Diego Campos-Sobrino, Mario Campos-Soberanis, Iván Martínez-Chin, Víctor Uc-Cetina
Comments: 13 pages, 4 figures. This article is a translation of the paper "Correcci\'on de errores del reconocedor de voz de Google usando m\'etricas de distancia fon\'etica" presented in COMIA 2018
Journal-ref: Research in Computing Science 148(1), 2019, pp. 57-70. ISSN 1870-4069
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[177]  arXiv:2102.09737 (cross-list from cs.CV) [pdf, other]
Title: One Shot Audio to Animated Video Generation
Authors: Neeraj Kumar, Srishti Goel, Ankur Narang, Brejesh Lall, Mujtaba Hasan, Pranshu Agarwal, Dipankar Sarkar
Comments: arXiv admin note: substantial text overlap with arXiv:2012.07842, arXiv:2012.07304
Subjects: Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[178]  arXiv:2102.09763 (cross-list from cs.SD) [pdf, other]
Title: Frequency-Temporal Attention Network for Singing Melody Extraction
Authors: Shuai Yu, Xiaoheng Sun, Yi Yu, Wei Li
Comments: This paper has been accepted by ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[179]  arXiv:2102.09794 (cross-list from cs.SD) [pdf, other]
Title: Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
Authors: Zixun Guo, Makris Dimos, Herremans Dorien
Journal-ref: Proc. of the International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021(virtual)
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[180]  arXiv:2102.09817 (cross-list from cs.SD) [pdf, ps, other]
Title: Unit selection synthesis based data augmentation for fixed phrase speaker verification
Authors: Houjun Huang, Xu Xiang, Fei Zhao, Shuai Wang, Yanmin Qian
Comments: Accepted to ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[181]  arXiv:2102.09828 (cross-list from cs.SD) [pdf, other]
Title: AISPEECH-SJTU accent identification system for the Accented English Speech Recognition Challenge
Authors: Houjun Huang, Xu Xiang, Yexin Yang, Rao Ma, Yanmin Qian
Comments: Accepted to ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[182]  arXiv:2102.09914 (cross-list from cs.CL) [pdf, other]
Title: Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input
Authors: Brooke Stephenson, Thomas Hueber, Laurent Girin, Laurent Besacier
Comments: 4 pages
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[183]  arXiv:2102.09966 (cross-list from cs.SD) [pdf, ps, other]
Title: CatNet: music source separation system with mix-audio augmentation
Authors: Xuchen Song, Qiuqiang Kong, Xingjian Du, Yuxuan Wang
Comments: 5 pages
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[184]  arXiv:2102.09971 (cross-list from cs.SD) [pdf, other]
Title: Speech enhancement with weakly labelled data from AudioSet
Authors: Qiuqiang Kong, Haohe Liu, Xingjian Du, Li Chen, Rui Xia, Yuxuan Wang
Comments: 5 pages
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[185]  arXiv:2102.09978 (cross-list from cs.SD) [pdf, other]
Title: TransMask: A Compact and Fast Speech Separation Model Based on Transformer
Authors: Zining Zhang, Bingsheng He, Zhenjie Zhang
Comments: Accepted in ICASSP2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[186]  arXiv:2102.10233 (cross-list from cs.SD) [pdf, other]
Title: The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods
Authors: Xian Shi, Fan Yu, Yizhou Lu, Yuhao Liang, Qiangze Feng, Daliang Wang, Yanmin Qian, Lei Xie
Comments: Accepted by ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[187]  arXiv:2102.10236 (cross-list from cs.SD) [pdf, other]
Title: Singer Identification Using Deep Timbre Feature Learning with KNN-Net
Authors: Xulong Zhang, Jiale Qian, Yi Yu, Yifu Sun, Wei Li
Comments: Published as a conference paper at ICASSP 2021
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[188]  arXiv:2102.10322 (cross-list from cs.SD) [pdf, other]
Title: Learnable MFCCs for Speaker Verification
Authors: Xuechen Liu, Md Sahidullah, Tomi Kinnunen
Comments: Accepted to ISCAS 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[189]  arXiv:2102.10331 (cross-list from q-bio.NC) [pdf, other]
Title: Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI
Authors: Chee-Ming Ting, Jeremy I. Skipper, Steven L. Small, Hernando Ombao
Comments: Main paper: 10 pages, 8 figures. Supplemental file: 3 pages
Subjects: Neurons and Cognition (q-bio.NC); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV); Signal Processing (eess.SP); Applications (stat.AP)
[190]  arXiv:2102.10515 (cross-list from cs.SD) [pdf, other]
Title: Anomaly Detection in Audio with Concept Drift using Adaptive Huffman Coding
Authors: Pratibha Kumari, Mukesh Saini
Comments: 22 pages, 8 figures
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[191]  arXiv:2102.10905 (cross-list from cs.CL) [pdf, other]
Title: Joint Intent Detection And Slot Filling Based on Continual Learning Model
Authors: Yanfei Hui, Jianzong Wang, Ning Cheng, Fengying Yu, Tianbo Wu, Jing Xiao
Comments: Accepted to ICASSP 2021
Subjects: Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[192]  arXiv:2102.11058 (cross-list from cs.SD) [pdf, other]
Title: Anyone GAN Sing
Authors: Shreeviknesh Sankaran, Sukavanan Nanjundan, G. Paavai Anand
Comments: 5 pages, 8 figures
Journal-ref: International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN: 2349-5162, Vol.7, Issue 5, page no. 25-29, May-2020
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[193]  arXiv:2102.11114 (cross-list from cs.CL) [pdf, other]
Title: Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model
Authors: Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Eskimez, Liyang Lu, Hong Qu, Michael Zeng
Comments: Accepted in 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021)
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[194]  arXiv:2102.11420 (cross-list from cs.SD) [pdf, other]
Title: Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion
Authors: Samuel J. Broughton, Md Asif Jalal, Roger K. Moore
Comments: For demo, see this https URL
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[195]  arXiv:2102.11457 (cross-list from cs.SD) [pdf, other]
Title: Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning
Authors: Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[196]  arXiv:2102.11474 (cross-list from cs.SD) [pdf, other]
Title: Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events
Authors: Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)
[197]  arXiv:2102.11488 (cross-list from cs.SD) [pdf, other]
Title: Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation
Authors: Richeng Duan, Nancy F. Chen
Comments: accepted for presentation at ICASSP-2021
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[198]  arXiv:2102.11531 (cross-list from cs.SD) [pdf, other]
Title: Memory-efficient Speech Recognition on Smart Devices
Authors: Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra
Journal-ref: ICASSP 2021
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[199]  arXiv:2102.11588 (cross-list from cs.SD) [pdf, other]
Title: Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain
Authors: Julio Wissing, Benedikt Boenninghoff, Dorothea Kolossa, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Christopher Schymura
Comments: 4 pages, 6 figures, ICASSP 2021
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)
[200]  arXiv:2102.11771 (cross-list from cs.SD) [pdf, ps, other]
Title: Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations
Authors: Antonio Joia Neto, Andre G C Pacheco, Diogo C Luvizon
Comments: To appear on ICASSP 2021
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[201]  arXiv:2102.12111 (cross-list from cs.SD) [pdf, other]
Title: Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music
Authors: Toan Pham Van, Ngoc N. Tran, Ta Minh Thanh
Comments: Published in SoICT 2019: Proceedings of the Tenth International Symposium on Information and Communication Technology
Journal-ref: SoICT 2019: Proceedings of the Tenth International Symposium on Information and Communication Technology
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[202]  arXiv:2102.12289 (cross-list from cs.SD) [pdf, other]
Title: Automatic Feature Extraction for Heartbeat Anomaly Detection
Authors: Robert-George Colt, Csongor-Huba Várady, Riccardo Volpi, Luigi Malagò
Comments: 7 pages, 2 figures, Presented at PharML 2020 Workshop - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), see this https URL, source-code: this https URL
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[203]  arXiv:2102.12564 (cross-list from cs.SD) [pdf, other]
Title: Triplet loss based embeddings for forensic speaker identification in Spanish
Authors: Emmanuel Maqueda, Javier Alvarez-Jimenez, Carlos Mena, Ivan Meza
Comments: Long Paper: Neural Computing and Applications, Special Issue on LatinX in AI Research (2021). 11 pages, 5 figures
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[204]  arXiv:2102.12664 (cross-list from cs.CL) [pdf, other]
Title: MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition
Authors: Linghui Meng, Jin Xu, Xu Tan, Jindong Wang, Tao Qin, Bo Xu
Comments: To appear at ICASSP 2021
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[205]  arXiv:2102.12841 (cross-list from cs.SD) [pdf, other]
Title: MaskCycleGAN-VC: Learning Non-parallel Voice Conversion with Filling in Frames
Authors: Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka, Nobukatsu Hojo
Comments: Accepted to ICASSP 2021. Project page: this http URL
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS); Machine Learning (stat.ML)
[206]  arXiv:2102.13314 (cross-list from cs.LG) [pdf, other]
Title: Efficient Client Contribution Evaluation for Horizontal Federated Learning
Authors: Jie Zhao, Xinghua Zhu, Jianzong Wang, Jing Xiao
Comments: Accepted to ICASSP 2021
Subjects: Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[207]  arXiv:2102.13479 (cross-list from cs.SD) [pdf, other]
Title: Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation
Authors: Shreyan Chowdhury, Gerhard Widmer
Comments: 5 pages, 3 figures; accepted for IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[208]  arXiv:2102.13552 (cross-list from cs.SD) [pdf, other]
Title: The NPU System for the 2020 Personalized Voice Trigger Challenge
Authors: Jingyong Hou, Li Zhang, Yihui Fu, Qing Wang, Zhanheng Yang, Qijie Shao, Lei Xie
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[ total of 208 entries: 1-208 ]
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