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Interspeech 2021

999 papers

Web Interface for Estimating Articulatory Movements in Speech Production from Acoustics and Text

Sathvik Udupa, Anwesha Roy, Abhayjeet Singh, Aravind Illa, Prasanta Kumar Ghosh

Duplex Conversation in Outbound Agent System

Chunxiang Jin, Minghui Yang, Zujie Wen

WittyKiddy: Multilingual Spoken Language Learning for Kids

Ke Shi, Kye Min Tan, Huayun Zhang, Siti Umairah Md. Salleh, Shikang Ni

Automatic Radiology Report Editing Through Voice

Manh Hung Nguyen, Vu Hoang, Tu Anh Nguyen, Trung H. Bui

Lalilo: A Reading Assistant for Children Featuring Speech Recognition-Based Reading Mistake Detection

Corentin Hembise, Lucile Gelin, Morgane Daniel

NeMo (Inverse) Text Normalization: From Development to Production

Yang Zhang, Evelina Bakhturina, Boris Ginsburg

Save Your Voice: Voice Banking and TTS for Anyone

Daniel Tihelka, Markéta Řezáčková, Martin Gruber, Zdeněk Hanzlíček, Jakub Vit

Interactive and Real-Time Acoustic Measurement Tools for Speech Data Acquisition and Presentation: Application of an Extended Member of Time Stretched Pulses

Hideki Kawahara, Kohei Yatabe, Ken-Ichi Sakakibara, Mitsunori Mizumachi, Masanori Morise

Analysis and Tuning of a Voice Assistant System for Dysfluent Speech

Vikramjit Mitra, Zifang Huang, Colin Lea, Lauren Tooley, Sarah Wu

Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases

Subhashini Venugopalan, Joel Shor, Manoj Plakal, Jimmy Tobin, Katrin Tomanek

Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features

Eun Jung Yeo, Sunhee Kim, Minhwa Chung

Disordered Speech Data Collection: Lessons Learned at 1 Million Utterances from Project Euphonia

Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood, Richard Cave

Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech

Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen

A Voice-Activated Switch for Persons with Motor and Speech Impairments: Isolated-Vowel Spotting Using Neural Networks

Shanqing Cai, Lisie Lillianfeld, Katie Seaver, Jordan R. Green, Michael P. Brenner

Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition

Jiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie

Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion

Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu

Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition

Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang

Adversarial Data Augmentation for Disordered Speech Recognition

Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu

Speaking with a KN95 Face Mask: ASR Performance and Speaker Compensation

Sarah E. Gutz, Hannah P. Rowe, Jordan R. Green

Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition

Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu

Handling Acoustic Variation in Dysarthric Speech Recognition Systems Through Model Combination

Enno Hermann, Mathew Magimai-Doss

Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale

Michael Neumann, Oliver Roesler, Jackson Liscombe, Hardik Kothare, David Suendermann-Oeft

Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases

Jordan R. Green, Robert L. MacDonald, Pan-Pan Jiang, Julie Cattiau, Rus Heywood

Nonlinear Acoustic Echo Cancellation with Deep Learning

Amir Ivry, Israel Cohen, Baruch Berdugo

Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information

Renhua Peng, Linjuan Cheng, Chengshi Zheng, Xiaodong Li

Y2-Net FCRN for Acoustic Echo and Noise Suppression

Ernst Seidel, Jan Franzen, Maximilian Strake, Tim Fingscheidt

F-T-LSTM Based Complex Network for Joint Acoustic Echo Cancellation and Speech Enhancement

Shimin Zhang, Yuxiang Kong, Shubo Lv, Yanxin Hu, Lei Xie

Acoustic Echo Cancellation with Cross-Domain Learning

Lukas Pfeifenberger, Matthias Zoehrer, Franz Pernkopf

INTERSPEECH 2021 Acoustic Echo Cancellation Challenge

Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Sten Sootla

Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling

Soyeon Caren Han, Siqu Long, Huichun Li, Henry Weld, Josiah Poon

End-to-End Spoken Language Understanding for Generalized Voice Assistants

Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris

Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge

Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali, Clement Chung

End-to-End Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining

Xianwei Zhang, Liang He

Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs

Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny

Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-Trained DNN-HMM-Based Acoustic-Phonetic Model

Nick J.C. Wang, Lu Wang, Yandan Sun, Haimei Kang, Dejun Zhang

Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification

Yidi Jiang, Bidisha Sharma, Maulik Madhavi, Haizhou Li

The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding

Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen

Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models

Haitao Lin, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong

Intent Detection and Slot Filling for Vietnamese

Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

Synthesis of Expressive Speaking Styles with Limited Training Data in a Multi-Speaker, Prosody-Controllable Sequence-to-Sequence Architecture

Slava Shechtman, Raul Fernandez, Alexander Sorin, David Haws

Improving Performance of Seen and Unseen Speech Style Transfer in End-to-End Neural TTS

Xiaochun An, Frank K. Soong, Lei Xie

Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement

Daxin Tan, Tan Lee

Cross-Speaker Style Transfer with Prosody Bottleneck in Neural Speech Synthesis

Shifeng Pan, Lei He

Towards Multi-Scale Style Control for Expressive Speech Synthesis

Xiang Li, Changhe Song, Jingbei Li, Zhiyong Wu, Jia Jia

Adaptive Text to Speech for Spontaneous Style

Yuzi Yan, Xu Tan, Bohan Li, Guangyan Zhang, Tao Qin

Expressive Text-to-Speech Using Style Tag

Minchan Kim, Sung Jun Cheon, Byoung Jin Choi, Jong Jin Kim, Nam Soo Kim

Controllable Context-Aware Conversational Speech Synthesis

Jian Cong, Shan Yang, Na Hu, Guangzhi Li, Lei Xie

Emotional Prosody Control for Speech Generation

Sarath Sivaprasad, Saiteja Kosgi, Vineet Gandhi

Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability

Rui Liu, Berrak Sisman, Haizhou Li

STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech

Keon Lee, Kyumin Park, Daeyoung Kim

Masked Proxy Loss for Text-Independent Speaker Verification

Jiachen Lian, Aiswarya Vinod Kumar, Hira Dhamyal, Bhiksha Raj, Rita Singh

An Integrated Framework for Two-Pass Personalized Voice Trigger

Dexin Liao, Jing Li, Yiming Zhi, Song Li, Qingyang Hong

Automatic Error Correction for Speaker Embedding Learning with Noisy Labels

Fuchuan Tong, Yan Liu, Song Li, Jie Wang, Lin Li

Presentation Matters: Evaluating Speaker Identification Tasks

Benjamin O’Brien, Christine Meunier, Alain Ghio

Adaptive Margin Circle Loss for Speaker Verification

Runqiu Xiao, Xiaoxiao Miao, Wenchao Wang, Pengyuan Zhang, Bin Cai

Chronological Self-Training for Real-Time Speaker Diarization

Dirk Padfield, Daniel J. Liebling

Multi-Channel Speaker Verification for Single and Multi-Talker Speech

Saurabh Kataria, Shi-Xiong Zhang, Dong Yu

Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition

Jason Pelecanos, Quan Wang, Ignacio Lopez Moreno

A Generative Model for Duration-Dependent Score Calibration

Sandro Cumani, Salvatore Sarni

Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition

Ruirui Li, Chelsea J.-T. Ju, Zeya Chen, Hongda Mao, Oguz Elibol

Graph-Based Label Propagation for Semi-Supervised Speaker Identification

Long Chen, Venkatesh Ravichandran, Andreas Stolcke

The Energy and Carbon Footprint of Training End-to-End Speech Recognizers

Titouan Parcollet, Mirco Ravanelli

Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition

Xiong Wang, Sining Sun, Lei Xie, Long Ma

Collaborative Training of Acoustic Encoders for Speech Recognition

Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer

PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation

Jangho Kim, Simyung Chang, Nojun Kwak

Tied & Reduced RNN-T Decoder

Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li

Amortized Neural Networks for Low-Latency Speech Recognition

Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow

Dissecting User-Perceived Latency of On-Device E2E Speech Recognition

Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi

Extremely Low Footprint End-to-End ASR System for Smart Device

Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei

CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition

Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris

Broadcasted Residual Learning for Efficient Keyword Spotting

Byeonggeun Kim, Simyung Chang, Jinkyu Lee, Dooyong Sung

Weakly Supervised Construction of ASR Systems from Massive Video Data

Mengli Cheng, Chengyu Wang, Jun Huang, Xiaobo Wang

Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices

Gonçalo Mordido, Matthijs Van keirsbilck, Alexander Keller

Time-Frequency Representation Learning with Graph Convolutional Network for Dialogue-Level Speech Emotion Recognition

Jiaxing Liu, Yaodong Song, Longbiao Wang, Jianwu Dang, Ruiguo Yu

Learning Mutual Correlation in Multimodal Transformer for Speech Emotion Recognition

Yuhua Wang, Guang Shen, Yuezhu Xu, Jiahang Li, Zhengdao Zhao

Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables

Nadee Seneviratne, Carol Espy-Wilson

Speech Emotion Recognition with Multi-Task Learning

Xingyu Cai, Jiahong Yuan, Renjie Zheng, Liang Huang, Kenneth Church

Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition

Yuan Gao, Jiaxing Liu, Longbiao Wang, Jianwu Dang

Parametric Distributions to Model Numerical Emotion Labels

Deboshree Bose, Vidhyasaharan Sethu, Eliathamby Ambikairajah

Audio-Visual Speech Emotion Recognition by Disentangling Emotion and Identity Attributes

Koichiro Ito, Takuya Fujioka, Qinghua Sun, Kenji Nagamatsu

Speech Emotion Recognition via Multi-Level Cross-Modal Distillation

Ruichen Li, Jinming Zhao, Qin Jin

A Speech Emotion Recognition Framework for Better Discrimination of Confusions

Jiawang Liu, Haoxiang Wang

Affect Recognition Through Scalogram and Multi-Resolution Cochleagram Features

Fasih Haider, Saturnino Luz

Improvement of Automatic English Pronunciation Assessment with Small Number of Utterances Using Sentence Speakability

Satsuki Naijo, Akinori Ito, Takashi Nose

NeMo Inverse Text Normalization: From Development to Production

Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg

“You don’t understand me!”: Comparing ASR Results for L1 and L2 Speakers of Swedish

Ronald Cumbal, Birger Moell, José Lopes, Olov Engwall

End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning

Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Shota Orihashi

The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech

Yu Qiao, Wei Zhou, Elma Kerz, Ralf Schlüter

A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis

Linkai Peng, Kaiqi Fu, Binghuai Lin, Dengfeng Ke, Jinsong Zhan

Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil

Huayun Zhang, Ke Shi, Nancy F. Chen

Deep Feature Transfer Learning for Automatic Pronunciation Assessment

Binghuai Lin, Liyuan Wang

Lexical Density Analysis of Word Productions in Japanese English Using Acoustic Word Embeddings

Shintaro Ando, Nobuaki Minematsu, Daisuke Saito

Explore wav2vec 2.0 for Mispronunciation Detection

Xiaoshuo Xu, Yueteng Kang, Songjun Cao, Binghuai Lin, Long Ma

Phone-Level Pronunciation Scoring for Spanish Speakers Learning English Using a GOP-DNN System

Jazmín Vidal, Cyntia Bonomi, Marcelo Sancinetti, Luciana Ferrer

Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction

Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey

End-to-End Speaker-Attributed ASR with Transformer

Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng

Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech

Daniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, Shira Calamaro, Bozena Kostek

Toward Genre Adapted Closed Captioning

François Buet, François Yvon

Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings

Jan Švec, Luboš Šmídl, Josef V. Psutka, Aleš Pražák

Semantic Sentence Similarity: Size does not Always Matter

Danny Merkx, Stefan L. Frank, Mirjam Ernestus