Audio and Speech Processing

Authors and titles for eess.AS in Feb 2021, skipping first 150

[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)