Audio and Speech Processing

Authors and titles for eess.AS in Feb 2021, skipping first 75

[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)