Interspeech 2022

1,123 papers

Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis

Yixuan Zhou, Changhe Song, Xiang Li, Luwen Zhang, Zhiyong Wu

AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios

Yihan Wu, Xu Tan, Bohan Li, Lei He, Sheng Zhao

Glow-WaveGAN 2: High-quality Zero-shot Text-to-speech Synthesis and Any-to-any Voice Conversion

Yi Lei, Shan Yang, Jian Cong, Lei Xie, Dan Su

FlowCPCVC: A Contrastive Predictive Coding Supervised Flow Framework for Any-to-Any Voice Conversion

Jiahong Huang, Wen Xu, Yule Li, Junshi Liu, Dongpeng Ma

Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion

Sicheng Yang, Methawee Tantrawenith, Haolin Zhuang, Zhiyong Wu, Aolan Sun

Learning Noise-independent Speech Representation for High-quality Voice Conversion for Noisy Target Speakers

Liumeng Xue, Shan Yang, Na Hu, Dan Su, Lei Xie

Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation

Vinay Kothapally, John H.L. Hansen

A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy

Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard

Clock Skew Robust Acoustic Echo Cancellation

Karim Helwani, Erfan Soltanmohammadi, Michael Mark Goodwin, Arvindh Krishnaswamy

Joint Neural AEC and Beamforming with Double-Talk Detection

Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu

LCSM: A Lightweight Complex Spectral Mapping Framework for Stereophonic Acoustic Echo Cancellation

Chenggang Zhang, Jinjiang Liu, Xueliang Zhang

Personalized Acoustic Echo Cancellation for Full-duplex Communications

Shimin Zhang, Ziteng Wang, Yukai Ju, Yihui Fu, Yueyue Na

Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation

Chang Han, Weiping Tu, Yuhong Yang, Jingyi Li, Xinhong Li

A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation

Linjuan Cheng, Chengshi Zheng, Andong Li, YuQuan Wu, Renhua Peng

Bifurcation and Reunion: A Loss-Guided Two-Stage Approach for Monaural Speech Dereverberation

Xiaoxue Luo, Chengshi Zheng, Andong Li, Yuxuan Ke, Xiaodong Li

COVID-19 detection based on respiratory sensing from speech

Venkata Srikanth Nallanthighal, Aki Härmä, Helmer Strik

Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment

Bishal Lamichhane, Nidal Moukaddam, Ankit B. Patel, Ashutosh Sabharwal

Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations

Jing Su, Longxiang Zhang, Hamid Reza Hassanzadeh, Thomas Schaaf

Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings

Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez, Tomas Arias, Patricia Lillo

Automated Evaluation of Standardized Dementia Screening Tests

Franziska Braun, Markus Förstel, Bastian Oppermann, Andreas Erzigkeit, Hartmut Lehfeld

Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals

Debarpan Bhattacharya, Debottam Dutta, Neeraj Sharma, Srikanth Raj Chetupalli, Pravin Mote

Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch

Ting Dang, Thomas Quinnell, Cecilia Mascolo

Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores

Bahman Mirheidari, Daniel Blackburn, Heidi Christensen

Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities

Bahman Mirheidari, André Bittar, Nicholas Cummins, Johnny Downs, Helen L. Fisher

Are reported accuracies in the clinical speech machine learning literature overoptimistic?

Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann, Shira Hahn, Julie Liss

TB or not TB? Acoustic cough analysis for tuberculosis classification

Geoffrey T. Frost, Grant Theron, Thomas Niesler

What can Speech and Language Tell us About the Working Alliance in Psychotherapy

Sebastian Peter Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury, Tommaso Ciulli, Morena Danieli

MAE-AST: Masked Autoencoding Audio Spectrogram Transformer

Alan Baade, Puyuan Peng, David Harwath

Arshdeep Singh, Mark D. Plumbley

Visually-aware Acoustic Event Detection using Heterogeneous Graphs

AMIR SHIRIAN, Krishna Somandepalli, Victor Sanchez, Tanaya Guha

Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors

Shahaf Bassan, Yossi Adi, Jeffrey Rosenschein

Convolutional Recurrent Neural Network with Auxiliary Stream for Robust Variable-Length Acoustic Scene Classification

Joon-Hyuk Chang, Won-Gook Choi

ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning

Christian Bergler, Alexander Barnhill, Dominik Perrin, Manuel Schmitt, Andreas Maier

SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms

Yuhang He, Andrew Markham

Oktoechos Classification in Liturgical Music Using SBU-LSTM/GRU

Rajeev Rajan, Ananya Ayasi

Couple learning for semi-supervised sound event detection

Tao Rui, Yan Long, Ouchi Kazushige, Xiangdong Wang

Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification

Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee

SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis

Georgia Maniati, Alexandra Vioni, Nikolaos Ellinas, Karolos Nikitaras, Konstantinos Klapsas

BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus

Josh Meyer, David Adelani, Edresson Casanova, Alp Öktem, Daniel Whitenack

Back to the Future: Extending the Blizzard Challenge 2013

Sébastien Le Maguer, Simon King, Naomi Harte

Production characteristics of obstruents in WaveNet and older TTS systems

Ayushi Pandey, Sébastien Le Maguer, Julie Carson-berndsen, Naomi Harte

Data-augmented cross-lingual synthesis in a teacher-student framework

Marcel de Korte, Jaebok Kim, Aki Kunikoshi, Adaeze Adigwe, Esther Klabbers

REYD – The First Yiddish Text-to-Speech Dataset and System

Jacob Webber, Samuel K. Lo, Isaac L. Bleaman

J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis

Shinnosuke Takamichi, Wataru Nakata, Naoko Tanji, Hiroshi Saruwatari

Mix and Match: An Empirical Study on Training Corpus Composition for Polyglot Text-To-Speech (TTS)

Ziyao Zhang, Alessio Falai, Ariadna Sánchez, Orazio Angelini, Kayoko Yanagisawa

Automatic Evaluation of Speaker Similarity

Kamil Deja, Ariadna Sánchez, Julian Roth, Marius Cotescu

Exploring audio-based stylistic variation in podcasts

Katariina Martikainen, Jussi Karlgren, Khiet Truong

Learning from human perception to improve automatic speaker verification in style-mismatched conditions

Amber Afshan, Abeer Alwan

Attention-based conditioning methods using variable frame rate for style-robust speaker verification

Amber Afshan, Abeer Alwan

End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue

Kentaro Mitsui, Tianyu Zhao, Kei Sawada, Yukiya Hono, Yoshihiko Nankaku

Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech

Xiyuan Gao, Shekhar Nayak, Matt Coler

Strategies for developing a Conversational Speech Dataset for Text-To-Speech Synthesis

Adaeze O. Adigwe, Esther Klabbers

Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS

Yookyung Shin, Younggun Lee, Suhee Jo, Yeongtae Hwang, Taesu Kim

Multimodal Persuasive Dialogue Corpus using Teleoperated Android

Seiya Kawano, Muteki Arioka, Akishige Yuguchi, Kenta Yamamoto, Koji Inoue

Comparison of Models for Detecting Off-Putting Speaking Styles

Diego Aguirre, Nigel Ward, Jonathan E. Avila, Heike Lehnert-LeHouillier

Cross-lingual articulatory feature information transfer for speech recognition using recurrent progressive neural networks

Mahir Morshed, Mark Hasegawa-Johnson

Linguistically Informed Post-processing for ASR Error correction in Sanskrit

Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan

Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR

Ondrej Klejch, Electra Wallington, Peter Bell

Semantically Meaningful Metrics for Norwegian ASR Systems

Janine Rugayan, Torbjørn Svendsen, Giampiero Salvi

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu

Optimal thyroplasty implant shape and stiffness for treatment of acute unilateral vocal fold paralysis: Evidence from a canine in vivo phonation model

Neha Reddy, Yoonjeong Lee, Zhaoyan Zhang, Dinesh K. Chhetri

Speaker Trait Enhancement for Cochlear Implant Users: A Case Study for Speaker Emotion Perception

Avamarie Brueggeman, John H.L. Hansen

Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech

Kelvin Tran, Lingfeng Xu, Gabriela Stegmann, Julie Liss, Visar Berisha

Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks

Tanya Talkar, Christina Manxhari, James Williamson, Kara M. Smith, Thomas Quatieri

Voicing decision based on phonemes classification and spectral moments for whisper-to-speech conversion

Luc Ardaillon, Nathalie Henrich, Olivier Perrotin

A comparative study on vowel articulation in Parkinson's disease and multiple system atrophy

Khalid Daoudi, Biswajit Das, Solange Milhé de Saint Victor, Alexandra Foubert-Samier, Margherita Fabbri

A Multimodal Strategy for Singing Language Identification

Wo Jae Lee, Emanuele Coviello

Prosodic Information in Dialect Identification of a Tonal Language: The case of Ao

Moakala Tzudir, Priyankoo Sarmah, S R Mahadeva Prasanna

PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification

Hexin Liu, Leibny Paola García Perera, Andy Khong, Suzy Styles, Sanjeev Khudanpur

Pushing the limits of raw waveform speaker recognition

Jee-weon Jung, Youjin Kim, Hee-soo Heo, Bong-Jin Lee, Youngki Kwon

Improved CNN-Transformer using Broadcasted Residual Learning for Text-Independent Speaker Verification

Jeong-Hwan Choi, Joon-Young Yang, Ye-Rin Jeoung, Joon-Hyuk Chang

Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models

Yuki Takashima, Shota Horiguchi, Shinji Watanabe, Leibny Paola García Perera, Yohei Kawaguchi

Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping

Jenthe Thienpondt, Kris Demuynck

Text-Only Domain Adaptation Based on Intermediate CTC

Hiroaki Sato, Tomoyasu Komori, Takeshi Mishima, Yoshihiko Kawai, Takahiro Mochizuki

Distilling a Pretrained Language Model to a Multilingual ASR Model

Kwanghee Choi, Hyung-Min Park

Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition

Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee

Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation

Kuan Po Huang, Yu-Kuan Fu, Yu Zhang, Hung-yi Lee

Comparison of 5 methods for the evaluation of intelligibility in mild to moderate French dysarthric speech

Cécile Fougeron, Nicolas Audibert, Ina Kodrasi, Parvaneh Janbakhshi, Michaela Pernon

Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

Youxiang Zhu, Xiaohui Liang, John A. Batsis, Robert M. Roth

Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition

Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia–Lida Dimou, Nassos Katsamanis

Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers

Farhad Javanmardi, Sudarsana Reddy Kadiri, Manila Kodali, Paavo Alku

Robust Cough Feature Extraction and Classification Method for COVID-19 Cough Detection Based on Vocalization Characteristics

Xueshuai Zhang, Jiakun Shen, Jun Zhou, Pengyuan Zhang, Yonghong Yan

Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19

Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez, Björn Schuller

Automated Voice Pathology Discrimination from Continuous Speech Benefits from Analysis by Phonetic Context

Zhuoya Liu, Mark Huckvale, Julian McGlashan

Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People

Xiaoquan KE, Man-Wai Mak, Helen M. Meng

The effect of backward noise on lexical tone discrimination in Mandarin-speaking amusics

Zixia Fan, Jing Shao, Weigong Pan, Min Xu, Lan Wang

Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition

Zhenglin Zhang, Li-Zhuang Yang, Xun Wang, Hai Li

Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification

Parvaneh Janbakhshi, Ina Kodrasi

Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition

Siqing Qin, Longbiao Wang, Sheng Li, Yuqin Lin, Jianwu Dang

Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus

Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng

Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning

Robin Algayres, Adel Nabli, Benoît Sagot, Emmanuel Dupoux

Robust Self-Supervised Audio-Visual Speech Recognition

Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed

Simple and Effective Zero-shot Cross-lingual Phoneme Recognition

Qiantong Xu, Alexei Baevski, Michael Auli

Attention Enhanced Citrinet for Speech Recognition

Xianchao Wu

CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR

Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding

Minimum latency training of sequence transducers for streaming end-to-end speech recognition

Yusuke Shinohara, Shinji Watanabe

On the Prediction Network Architecture in RNN-T for ASR

Dario Albesano, Jesus Andres-Ferrer, Nicola Ferri, Puming Zhan

Self-regularised Minimum Latency Training for Streaming Transformer-based Speech Recognition

Mohan Li, Rama Sanand Doddipatla, Cătălin Zorilă

Streaming parallel transducer beam search with fast slow cascaded encoders

Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu

Chain-based Discriminative Autoencoders for Speech Recognition

Hung-Shin Lee, Pin-Tuan Huang, Yao-Fei Cheng, Hsin-Min Wang