Interspeech 2022

1,123 papers

Neural correlates of acoustic and semantic cues during speech segmentation in French

Maria del Mar Cordero, Ambre Denis-Noël, Elsa Spinelli, Fanny Meunier

Recording and timing vocal responses in online experimentation

Katrina Kechun Li, Julia Schwarz, Jasper Hong Sim, Yixin Zhang, Elizabeth Buchanan-Worster

The effect of increasing acoustic and linguistic complexity on auditory processing: an EEG study

Fareeha S. Rana, Daniel Pape, Elisabet Service

Prediction of L2 speech proficiency based on multi-level linguistic features

Verdiana De Fino, Lionel Fontan, Julien Pinquier, Isabelle Ferrané, Sylvain Detey

Relating the fundamental frequency of speech with EEG using a dilated convolutional network

Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout, Hugo Van hamme, Tom Francart

Barlow Twins self-supervised learning for robust speaker recognition

Mohammad Mohammadamini, Driss Matrouf, Jean-Francois Bonastre, Sandipana Dowerah, Romain Serizel

Non-contrastive self-supervised learning of utterance-level speech representations

Jaejin Cho, Raghavendra Pappagari, Piotr Żelasko, Laureano Moro Velazquez, Jesus Villalba

Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection

Piotr Kawa, Marcin Plata, Piotr Syga

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning

Theo Lepage, Reda Dehak

Self-supervised Speaker Diarization

Yehoshua Dissen, Felix Kreuk, Joseph Keshet

Which Model is Best: Comparing Methods and Metrics for Automatic Laughter Detection in a Naturalistic Conversational Dataset

Gordon Rennie, Olga Perepelkina, Alessandro Vinciarelli

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis

Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Bjorn W. Schuller

Span Classification with Structured Information for Disfluency Detection in Spoken Utterances

Sreyan Ghosh, Sonal Kumar, Yaman Kumar, Rajiv Ratn Shah, Srinivasan Umesh

Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech

Helen Gent, Chase Adams, Yan Tang, Chilin Shih

Confusion Detection for Adaptive Conversational Strategies of An Oral Proficiency Assessment Interview Agent

Mao Saeki, Kotoka Miyagi, Shinya Fujie, Shungo Suzuki, Tetsuji Ogawa

Predicting Emotional Intensity in Political Debates via Non-verbal Signals

Jeewoo Yoon, Jinyoung Han, Erik Bucy, Jungseock Joo

Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric

Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora

Toward Zero Oracle Word Error Rate on the Switchboard Benchmark

Arlo Faria, Adam Janin, Sidhi Adkoli, Korbinian Riedhammer

Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition

Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour

Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture

Karan Singla, Shahab Jalalvand, Yeon-Jun Kim, Ryan Price, Daniel Pressel

Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation

Samuel Hollands, Daniel Blackburn, Heidi Christensen

Squashed Weight Distribution for Low Bit Quantization of Deep Models

Nikko Strom, Haidar Khan, Wael Hamza

A VR Interactive 3D Mandarin Pronunciation Teaching Model

Yujia Jin, Yanlu Xie, Jinsong Zhang

A Deep Learning Platform for Language Education Research and Development

Kye Min Tan, Richeng Duan, Xin Huang, Bowei Zou, Xuan Long Do

MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids

Ryandhimas Edo Zezario, Fei Chen, Chiou-shann Fuh, Hsin-Min Wang, Yu Tsao

Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids

Samuel Yang, Scott Wisdom, Chet Gnegy, Richard F. Lyon, Sagar Savla

ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022

Mark Huckvale, Gaston Hilkhuysen

Speech intelligibility of simulated hearing loss sounds and its prediction using the Gammachirp Envelope Similarity Index (GESI)

Toshio Irino, Honoka Tamaru, Ayako Yamamoto

Language-specific Characteristic Assistance for Code-switching Speech Recognition

Tongtong Song, Qiang Xu, Meng Ge, Longbiao Wang, Hao Shi

Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems

Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon

Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model

Jennifer Fox, Natalie Delworth

Self-Normalized Importance Sampling for Neural Language Modeling

Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter

An Empirical Study of Language Model Integration for Transducer based Speech Recognition

Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding

Residual Language Model for End-to-end Speech Recognition

Emiru Tsunoo, Yosuke Kashiwagi, Chaitanya Prasad Narisetty, Shinji Watanabe

reducing multilingual context confusion for end-to-end code-switching automatic speech recognition

SHUAI ZHANG, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung

Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM

Hayato Futami, Hirofumi Inaguma, Sei Ueno, Masato Mimura, Shinsuke Sakai

Vietnamese Capitalization and Punctuation Recovery Models

Hoang Thi Thu Uyen, Nguyen Anh Tu, Ta Duc Huy

Adaptive multilingual speech recognition with pretrained models

Ngoc-Quan Pham, Alexander Waibel, Jan Niehues

ASR Error Correction with Constrained Decoding on Operation Prediction

Jingyuan Yang, Rongjun Li, Wei Peng

Avoid Overfitting User Specific Information in Federated Keyword Spotting

Xin-Chun Li, Jin-Lin Tang, Shaoming Song, bingshuai Li, Yinchuan Li

Prompt-based Re-ranking Language Model for ASR

Mengxi Nie, Ming Yan, Caixia Gong

CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition

Zhihan Wang, Feng Hou, Yuanhang Qiu, Zhizhong Ma, Satwinder Singh

An Improved Deliberation Network with Text Pre-training for Code-Switching Automatic Speech Recognition

Zhijie Shen, Wu Guo

Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition

Muhammad Umar Farooq, Thomas Hain

Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription

Xianrui Zheng, Chao Zhang, Phil Woodland

Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning

Nilaksh Das, Polo Chau

Speaker conditioned acoustic modeling for multi-speaker conversational ASR

Srikanth Raj Chetupalli, Sriram Ganapathy

A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation

Thomas R. O'Malley, Arun Narayanan, Quan Wang

Weakly-Supervised Neural Full-Rank Spatial Covariance Analysis for a Front-End System of Distant Speech Recognition

Yoshiaki Bando, Takahiro Aizawa, Katsutoshi Itoyama, Kazuhiro Nakadai

End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation

Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe

Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation

Xiaofei Wang, Dongmei Wang, Naoyuki Kanda, Sefik Emre Eskimez, Takuya Yoshioka

Federated Self-supervised Speech Representations: Are We There Yet?

Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas Lane

Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism

Kun Wei, Pengcheng Guo, Ning Jiang

DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition

Zixun Guo, Chen Chen, Eng Siong Chng

Coarse-Grained Attention Fusion With Joint Training Framework for Complex Speech Enhancement and End-to-End Speech Recognition

Xuyi Zhuang, Lu Zhang, Zehua Zhang, Yukun Qian, Mingjiang Wang

Empirical Sampling from Latent Utterance-wise Evidence Model for Missing Data ASR based on Neural Encoder-Decoder Model

Ryu Takeda, Yui Sudo, Kazuhiro Nakadai, Kazunori Komatani

Improving ASR Robustness in Noisy Condition Through VAD Integration

Sashi Novitasari, Takashi Fukuda, Gakuto Kurata

pMCT: Patched Multi-Condition Training for Robust Speech Recognition

Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay

Streaming Multi-Talker ASR with Token-Level Serialized Output Training

Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng

Filler Word Detection and Classification: A Dataset and Benchmark

Ge Zhu, Juan-Pablo Caceres, Justin Salamon

Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting

Yang Xiao, Nana Hou, Eng Siong Chng

Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay

Claus Larsen, Peter Koch, Zheng-Hua Tan

NAS-VAD: Neural Architecture Search for Voice Activity Detection

Daniel Rho, Jinhyeok Park, Jong Hwan Ko

Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire

Zhiyun Fan, Zhenlin Liang, Linhao Dong, Yi Liu, Shiyu Zhou

Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition

Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang

Low-resource Low-footprint Wake-word Detection using Knowledge Distillation

Arindam Ghosh, Mark Fuhs, Deblin Bagchi, Bahman Farahani, Monika Woszczyna

Mixup regularization strategies for spoofing countermeasure system

Woohyun Kang, Md Jahangir Alam, Abderrahim Fathan

Oriental Language Recognition (OLR) 2021: Summary and Analysis

Binling Wang, Feng Wang, Wenxuan Hu, Qiulin Wang, Jing Li

Transducer-based language embedding for spoken language identification

Peng Shen, Xugang Lu, Hisashi Kawai

Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition

Qijie Shao, Jinghao Yan, Jian Kang, Pengcheng Guo, Xian Shi

UNet-DenseNet for Robust Far-Field Speaker Verification

Zhenke Gao, Manwai Mak, Weiwei Lin

The HCCL System for the NIST SRE21

Zhuo Li, Runqiu Xiao, Hangting Chen, Zhenduo Zhao, Zihan Zhang

Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter

Jinzheng Zhao, Peipei Wu, Xubo Liu, Shidrokh Goudarzi, Haohe Liu

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie LIU, Zhuo Chen

EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification

Jingyu Li, Wei Liu, Tan Lee

Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification

Hang-Rui Hu, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu

Ant Multilingual Recognition System for OLR 2021 Challenge

Anqi Lyu, Zhiming Wang, Huijia Zhu

Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays

Chengdong Liang, Yijiang Chen, Jiadi Yao, Xiao-Lei Zhang

MIM-DG: Mutual information minimization-based domain generalization for speaker verification

Woohyun Kang, Md Jahangir Alam, Abderrahim Fathan

Classification of Accented English Using CNN Model Trained on Amplitude Mel-Spectrograms

Mariia Lesnichaia, Veranika Mikhailava, Natalia Bogach, Iurii Lezhenin, John Blake

Watch Me Speak: 2D Visualization of Human Mouth during Speech

C Siddarth, Sathvik Udupa, Prasanta Kumar Ghosh

Evoc-Learn — High quality simulation of early vocal learning

Yi Xu, Anqi Xu, Daniel R. van Niekerk, Branislav Gerazov, Peter Birkholz

Evaluation of call centre conversations based on a high-level symbolic representation

Leticia Arco, Carlos Mosquera, Fabjola Braho, Yisel Clavel, Johan Loeckx

Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment

Hardik Kothare, Michael Neumann, Jackson Liscombe, Oliver Roesler, William Burke

Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees

Beiming Cao, Kristin Teplansky, Nordine Sebkhi, Arpan Bhavsar, Omer Inan

PERCEPT-R: An Open-Access American English Child/Clinical Speech Corpus Specialized for the Audio Classification of /ɹ/

Nina Benway, Jonathan L. Preston, Elaine Hitchcock, Asif Salekin, Harshit Sharma

Nonwords Pronunciation Classification in Language Development Tests for Preschool Children

Ilja Baumann, Dominik Wagner, Sebastian Bayerl, Tobias Bocklet

Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia

Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier

Evaluation of different antenna types and positions in a stepped frequency continuous-wave radar-based silent speech interface

Joao Vitor Menezes, Pouriya Amini Digehsara, Christoph Wagner, Marco Mütze, Michael Bärhold

A Study on the Phonetic Inventory Development of Children with Cochlear Implants for 5 Years after Implantation

Seonwoo Lee, Sunhee Kim, Minhwa Chung

Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease

Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian

wav2vec2-based Speech Rating System for Children with Speech Sound Disorder

Yaroslav Getman, Ragheb Al-Ghezi, Katja Voskoboinik, Tamás Grósz, Mikko Kurimo

Compensation in Verbal and Nonverbal Communication after Total Laryngectomy

Marise Neijman, Femke Hof, Noelle Oosterom, Roland Pfau, Bertus van Rooy

Automatic Assessment of Speech Intelligibility using Consonant Similarity for Head and Neck Cancer

Sebastião Quintas, Julie Mauclair, Virginie Woisard, Julien Pinquier

Towards Disentangled Speech Representations

Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara Sainath, Michael Picheny

Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition

Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi, Elliott Wen, Suranga Nanayakkara

On Combining Global and Localized Self-Supervised Models of Speech

Sri Harsha Dumpala, Chandramouli Shama Sastry, Rudolf Uher, Sageev Oore

FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models

Yeonghyeon Lee, Kangwook Jang, Jahyun Goo, Youngmoon Jung, Hoi Rin Kim

Phonetic Analysis of Self-supervised Representations of English Speech

Dan Wells, Hao Tang, Korin Richmond

DeepFry: Identifying Vocal Fry Using Deep Neural Networks

Bronya Roni Chernyak, Talia Ben Simon, Yael Segal, Jeremy Steffman, Eleanor Chodroff