Interspeech 2021

999 papers

End-to-End Open Vocabulary Keyword Search

Bolaji Yusuf, Alican Gök, Batuhan Gundogdu, Murat Saraclar

Device Playback Augmentation with Echo Cancellation for Keyword Spotting

Kuba Łopatka, Katarzyna Kaszuba-Miotke, Piotr Klinke, Paweł Trella

EML Online Speech Activity Detection for the Fearless Steps Challenge Phase-III

Omid Ghahabi, Volker Fischer

Voice Activity Detection with Teacher-Student Domain Emulation

Jarrod Luckenbaugh, Samuel Abplanalp, Rachel Gonzalez, Daniel Fulford, David Gard

Speech Activity Detection Based on Multilingual Speech Recognition System

Seyyed Saeed Sarfjoo, Srikanth Madikeri, Petr Motlicek

The Application of Learnable STRF Kernels to the 2021 Fearless Steps Phase-03 SAD Challenge

Tyler Vuong, Yangyang Xia, Richard M. Stern

Unsupervised Representation Learning for Speech Activity Detection in the Fearless Steps Challenge 2021

Pablo Gimeno, Alfonso Ortega, Antonio Miguel, Eduardo Lleida

Language Modeling and Artificial Intelligence

Tomas Mikolov

Child Language Acquisition Studied with Wearables

Alejandrina Cristia

One Size Does Not Fit All in Resource-Constrained ASR

Ethan Morris, Robbie Jimerson, Emily Prud’hommeaux

Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge

Tanel Alumäe, Jiaming Kong

The TNT Team System Descriptions of Cantonese and Mongolian for IARPA OpenASR20

Jing Zhao, Zhiqiang Lv, Ambyera Han, Guan-Bo Wang, Guixin Shi

Systems for Low-Resource Speech Recognition Tasks in Open Automatic Speech Recognition and Formosa Speech Recognition Challenges

Hung-Pang Lin, Yu-Jia Zhang, Chia-Ping Chen

An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition

Qiu-Shi Zhu, Jie Zhang, Ming-hui Wu, Xin Fang, Li-Rong Dai

Multitask Adaptation with Lattice-Free MMI for Multi-Genre Speech Recognition of Low Resource Languages

Srikanth Madikeri, Petr Motlicek, Hervé Bourlard

OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages

Kay Peterson, Audrey Tong, Yan Yu

Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection

Wanying Ge, Michele Panariello, Jose Patino, Massimiliano Todisco, Nicholas Evans

Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks

Xu Li, Xixin Wu, Hui Lu, Xunying Liu, Helen Meng

An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems

You Zhang, Ge Zhu, Fei Jiang, Zhiyao Duan

Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems

Jesus Villalba, Sonal Joshi, Piotr Żelasko, Najim Dehak

Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing

Tomi Kinnunen, Andreas Nautsch, Md. Sahidullah, Nicholas Evans, Xin Wang

Voting for the Right Answer: Adversarial Defense for Speaker Verification

Haibin Wu, Yang Zhang, Zhiyong Wu, Dong Wang, Hung-yi Lee

Attention-Based Convolutional Neural Network for ASV Spoofing Detection

Hefei Ling, Leichao Huang, Junrui Huang, Baiyan Zhang, Ping Li

Pairing Weak with Strong: Twin Models for Defending Against Adversarial Attack on Speaker Verification

Zhiyuan Peng, Xu Li, Tan Lee

The Effect of Silence and Dual-Band Fusion in Anti-Spoofing System

Yuxiang Zhang, Wenchao Wang, Pengyuan Zhang

Cross-Database Replay Detection in Terminal-Dependent Speaker Verification

Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng

Siamese Network with wav2vec Feature for Spoofing Speech Detection

Yang Xie, Zhenchuan Zhang, Yingchun Yang

An Initial Investigation for Detecting Partially Spoofed Audio

Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi, Jose Patino

A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection

Xin Wang, Junichi Yamagishi

Teaching Keyword Spotters to Spot New Keywords with Limited Examples

Abhijeet Awasthi, Kevin Kilgour, Hassan Rom

Keyword Transformer: A Self-Attention Model for Keyword Spotting

Axel Berg, Mark O’Connor, Miguel Tairum Cruz

Auto-KWS 2021 Challenge: Task, Datasets, and Baselines

Jingsong Wang, Yuxuan He, Chunyu Zhao, Qijie Shao, Wei-Wei Tu

The 2020 Personalized Voice Trigger Challenge: Open Datasets, Evaluation Metrics, Baseline System and Results

Yan Jia, Xingming Wang, Xiaoyi Qin, Yinping Zhang, Xuyang Wang

Energy-Friendly Keyword Spotting System Using Add-Based Convolution

Hang Zhou, Wenchao Hu, Yu Ting Yeung, Xiao Chen

Auxiliary Sequence Labeling Tasks for Disfluency Detection

Dongyub Lee, Byeongil Ko, Myeong Cheol Shin, Taesun Whang, Daniel Lee

A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples

Yangbin Chen, Tom Ko, Jianping Wang

Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting

Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou

Few-Shot Keyword Spotting in Any Language

Mark Mazumder, Colby Banbury, Josh Meyer, Pete Warden, Vijay Janapa Reddi

Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation

Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha

Personalized Keyphrase Detection Using Speaker and Environment Information

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

Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding

Zheng Gao, Radhika Arava, Qian Hu, Xibin Gao, Thahir Mohamed

Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study

Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow

Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion

Weiguang Chen, Van Tung Pham, Eng Siong Chng, Xionghu Zhong

Generalized Spoofing Detection Inspired from Audio Generation Artifacts

Yang Gao, Tyler Vuong, Mahsa Elyasi, Gaurav Bharaj, Rita Singh

Automatic Detection of Shouted Speech Segments in Indian News Debates

Shikha Baghel, Mrinmoy Bhattacharjee, S.R. Mahadeva Prasanna, Prithwijit Guha

Deep Spectral-Cepstral Fusion for Shouted and Normal Speech Classification

Takahiro Fukumori

Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training

Kah Kuan Teh, Huy Dat Tran

Age Estimation with Speech-Age Model for Heterogeneous Speech Datasets

Ryu Takeda, Kazunori Komatani

Knowledge Distillation for Singing Voice Detection

Soumava Paul, Gurunath Reddy M, K. Sreenivasa Rao, Partha Pratim Das

Coughing-Based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks

Tianhao Yan, Hao Meng, Emilia Parada-Cabaleiro, Shuo Liu, Meishu Song

Fake Audio Detection in Resource-Constrained Settings Using Microfeatures

Hira Dhamyal, Ayesha Ali, Ihsan Ayyub Qazi, Agha Ali Raza

RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform

Youxuan Ma, Zongze Ren, Shugong Xu

A Multi-Branch Deep Learning Network for Automated Detection of COVID-19

Ahmed Fakhry, Xinyi Jiang, Jaclyn Xiao, Gunvant Chaudhari, Asriel Han

An Agent for Competing with Humans in a Deceptive Game Based on Vocal Cues

Noa Mansbach, Evgeny Hershkovitch Neiterman, Amos Azaria

LinearSpeech: Parallel Text-to-Speech with Linear Complexity

Haozhe Zhang, Zhihua Huang, Zengqiang Shang, Pengyuan Zhang, Yonghong Yan

Dynamically Adaptive Machine Speech Chain Inference for TTS in Noisy Environment: Listen and Speak Louder

Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura

UnitNet-Based Hybrid Speech Synthesis

Xiao Zhou, Zhen-Hua Ling, Li-Rong Dai

A Neural-Network-Based Approach to Identifying Speakers in Novels

Yue Chen, Zhen-Hua Ling, Qing-Feng Liu

Polyphone Disambiguation in Mandarin Chinese with Semi-Supervised Learning

Yi Shi, Congyi Wang, Yu Chen, Bin Wang

Improving Polyphone Disambiguation for Mandarin Chinese by Combining Mix-Pooling Strategy and Window-Based Attention

Junjie Li, Zhiyu Zhang, Minchuan Chen, Jun Ma, Shaojun Wang

PDF: Polyphone Disambiguation in Chinese by Using FLAT

Haiteng Zhang

Label Embedding for Chinese Grapheme-to-Phoneme Conversion

Eunbi Choi, Hwa-Yeon Kim, Jong-Hwan Kim, Jae-Min Kim

Unsupervised Learning of Disentangled Speech Content and Style Representation

Andros Tjandra, Ruoming Pang, Yu Zhang, Shigeki Karita

Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models

Amber Afshan, Kshitiz Kumar, Jian Wu

Insights on Neural Representations for End-to-End Speech Recognition

Anna Ollerenshaw, Md. Asif Jalal, Thomas Hain

Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction

David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao

Residual Energy-Based Models for End-to-End Speech Recognition

Qiujia Li, Yu Zhang, Bo Li, Liangliang Cao, Philip C. Woodland

Deep Neural Network Calibration for E2E Speech Recognition System

Mun-Hak Lee, Joon-Hyuk Chang

Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition

Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya

WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit

Zhuoyuan Yao, Di Wu, Xiong Wang, Binbin Zhang, Fan Yu

VAD-Free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording

Hirofumi Inaguma, Tatsuya Kawahara

A Hybrid Seq-2-Seq ASR Design for On-Device and Server Applications

Cyril Allauzen, Ehsan Variani, Michael Riley, David Rybach, Hao Zhang

LT-LM: A Novel Non-Autoregressive Language Model for Single-Shot Lattice Rescoring

Anton Mitrofanov, Mariya Korenevskaya, Ivan Podluzhny, Yuri Khokhlov, Aleksandr Laptev

FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization

Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, SHUAI ZHANG

The Pacific Expansion: Optimizing Phonetic Transcription of Archival Corpora

Rosey Billington, Hywel Stoakes, Nick Thieberger

A New Vowel Normalization for Sociophonetics

Wilbert Heeringa, Hans Van de Velde

Context and Co-Text Influence on the Accuracy Production of Italian L2 Non-Native Sounds

Sonia d'Apolito, Barbara Gili Fivela

Developmental Changes of Vowel Acoustics in Adolescents

Einar Meister, Lya Meister

Speakers Coarticulate Less When Facing Real and Imagined Communicative Difficulties: An Analysis of Read and Spontaneous Speech from the LUCID Corpus

Zhe-chen Guo, Rajka Smiljanic

Speech Perception and Loanword Adaptations: The Case of Copy-Vowel Epenthesis

Adriana Guevara-Rukoz, Shi Yu, Sharon Peperkamp

Quantifying Vocal Tract Shape Variation and its Acoustic Impact: A Geometric Morphometric Approach

Amelia J. Gully

Dissecting the Aero-Acoustic Parameters of Open Articulatory Transitions

Mark Gibson, Oihane Muxika, Marianne Pouplier

A Cross-Dialectal Comparison of Apical Vowels in Beijing Mandarin, Northeastern Mandarin and Southwestern Mandarin: An EMA and Ultrasound Study

Jing Huang, Feng-fan Hsieh, Yueh-chin Chang

How Reliable Are Phonetic Data Collected Remotely? Comparison of Recording Devices and Environments on Acoustic Measurements

Chunyu Ge, Yixuan Xiong, Peggy Mok

Revisiting Recall Effects of Filler Particles in German and English

Beeke Muhlack, Mikey Elmers, Heiner Drenhaus, Jürgen Trouvain, Marjolein van Os

Exploration of Welsh English Pre-Aspiration: How Wide-Spread is it?

Míša Hejná

Segmental Alignment of English Syllables with Singleton and Cluster Onsets

Zirui Liu, Yi Xu

Leveraging Real-Time MRI for Illuminating Linguistic Velum Action

Miran Oh, Dani Byrd, Shrikanth S. Narayanan

L1 Identification from L2 Speech Using Neural Spectrogram Analysis

Calbert Graham

Transformer Based End-to-End Mispronunciation Detection and Diagnosis

Minglin Wu, Kun Li, Wai-Kim Leung, Helen Meng

A Preliminary Study on Discourse Prosody Encoding in L1 and L2 English Spontaneous Narratives

Yuqing Zhang, Zhu Li, Binghuai Lin, Jinsong Zhang

Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic

Jacek Kudera, Philip Georgis, Bernd Möbius, Tania Avgustinova, Dietrich Klakow

A Neural Network-Based Noise Compensation Method for Pronunciation Assessment

Binghuai Lin, Liyuan Wang

F0Patterns of L2 English Speech by Mandarin Chinese Learners

Hongwei Ding, Binghuai Lin, Liyuan Wang

Adaptive Listening Difficulty Detection for L2 Learners Through Moderating ASR Resources

Maryam Sadat Mirzaei, Kourosh Meshgi

Acquisition of Prosodic Focus Marking by Three- to Six-Year-Old Children Learning Mandarin Chinese

Qianyutong Zhang, Kexin Lyu, Zening Chen, Ping Tang

Testing Acoustic Voice Quality Classification Across Languages and Speech Styles

Bettina Braun, Nicole Dehé, Marieke Einfeldt, Daniela Wochner, Katharina Zahner-Ritter

Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention

Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba

Cross-Linguistic Perception of the Japanese Singleton/Geminate Contrast: Korean, Mandarin and Mongolian Compared

Kimiko Tsukada, Yurong, Joo-Yeon Kim, Jeong-Im Han, John Hajek

GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation

Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz