Interspeech 2020

1,035 papers

Siamese Convolutional Neural Network Using Gaussian Probability Feature for Spoofing Speech Detection

Zhenchun Lei, Yingen Yang, Changhong Liu, Jihua Ye

Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions

Prasanth Parasu, Julien Epps, Kaavya Sriskandaraja, Gajan Suthokumar

Spoofing Attack Detection Using the Non-Linear Fusion of Sub-Band Classifiers

Hemlata Tak, Jose Patino, Andreas Nautsch, Nicholas Evans, Massimiliano Todisco

Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks

Zhenzong Wu, Rohan Kumar Das, Jichen Yang, Haizhou Li

Competency Evaluation in Voice Mimicking Using Acoustic Cues

Abhijith G., Adharsh S., Akshay P. L., Rajeev Rajan

Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection

Hye-jin Shim, Hee-soo Heo, Jee-weon Jung, Ha-Jin Yu

Dual-Adversarial Domain Adaptation for Generalized Replay Attack Detection

Hongji Wang, Heinrich Dinkel, Shuai Wang, Yanmin Qian, Kai Yu

POCO: A Voice Spoofing and Liveness Detection Corpus Based on Pop Noise

Kosuke Akimoto, Seng Pei Liew, Sakiko Mishima, Ryo Mizushima, Kong Aik Lee

Multi-Task Siamese Neural Network for Improving Replay Attack Detection

Patrick von Platen, Fei Tao, Gokhan Tur

Exploring Lexicon-Free Modeling Units for End-to-End Korean and Korean-English Code-Switching Speech Recognition

Jisung Wang, Jihwan Kim, Sangki Kim, Yeha Lee

A 43 Language Multilingual Punctuation Prediction Neural Network Model

Xinxing Li, Edward Lin

Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods

Xinhui Hu, Qi Zhang, Lei Yang, Binbin Gu, Xinkang Xu

Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks

Chia-Yu Li, Ngoc Thang Vu

Multilingual Jointly Trained Acoustic and Written Word Embeddings

Yushi Hu, Shane Settle, Karen Livescu

Multilingual Acoustic and Language Modeling for Ethio-Semitic Languages

Solomon Teferra Abate, Martha Yifiru Tachbelie, Tanja Schultz

Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition

Xinyuan Zhou, Emre Yılmaz, Yanhua Long, Yijie Li, Haizhou Li

Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning

Wenxin Hou, Yue Dong, Bairong Zhuang, Longfei Yang, Jiatong Shi

Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages

Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz

Autosegmental Neural Nets: Should Phones and Tones be Synchronous or Asynchronous?

Jialu Li, Mark Hasegawa-Johnson

End-to-End Deep Learning Speech Recognition Model for Silent Speech Challenge

Naoki Kimura, Zixiong Su, Takaaki Saeki

A Dynamic 3D Pronunciation Teaching Model Based on Pronunciation Attributes and Anatomy

Xiaoli Feng, Yanlu Xie, Yayue Deng, Boxue Li

Real-Time, Full-Band, Online DNN-Based Voice Conversion System Using a Single CPU

Takaaki Saeki, Yuki Saito, Shinnosuke Takamichi, Hiroshi Saruwatari

Computer-Assisted Language Learning System: Automatic Speech Evaluation for Children Learning Malay and Tamil

Ke Shi, Kye Min Tan, Richeng Duan, Siti Umairah Md. Salleh, Nur Farah Ain Suhaimi

Rapid Enhancement of NLP Systems by Acquisition of Data in Correlated Domains

Tejas Udayakumar, Kinnera Saranu, Mayuresh Sanjay Oak, Ajit Ashok Saunshikar, Sandip Shriram Bapat

A Mandarin L2 Learning APP with Mispronunciation Detection and Feedback

Yanlu Xie, Xiaoli Feng, Boxue Li, Jinsong Zhang, Yujia Jin

VCTUBE : A Library for Automatic Speech Data Annotation

Seong Choi, Seunghoon Jeong, Jeewoo Yoon, Migyeong Yang, Minsam Ko

Smart Tube: A Biofeedback System for Vocal Training and Therapy Through Tube Phonation

Naoko Kawamura, Tatsuya Kitamura, Kenta Hamada

Iterative Pseudo-Labeling for Speech Recognition

Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve

On the Robustness and Training Dynamics of Raw Waveform Models

Erfan Loweimi, Peter Bell, Steve Renals

Unsupervised Regularization-Based Adaptive Training for Speech Recognition

Fenglin Ding, Wu Guo, Bin Gu, Zhen-Hua Ling, Jun Du

On Front-End Gain Invariant Modeling for Wake Word Spotting

Yixin Gao, Noah D. Stein, Chieh-Chi Kao, Yunliang Cai, Ming Sun

On Semi-Supervised LF-MMI Training of Acoustic Models with Limited Data

Imran Sheikh, Emmanuel Vincent, Irina Illina

A Federated Approach in Training Acoustic Models

Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr, Yashesh Gaur, Sefik Emre Eskimez

Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces

Frank Zhang, Yongqiang Wang, XiaoHui Zhang, Chunxi Liu, Yatharth Saraf

Semantic Mask for Transformer Based End-to-End Speech Recognition

Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie LIU

Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition

Chao Weng, Chengzhu Yu, Jia Cui, Chunlei Zhang, Dong Yu

Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification

Xiaoyang Qu, Jianzong Wang, Jing Xiao

Text-Independent Speaker Verification with Dual Attention Network

Jingyu Li, Tan Lee

Adversarial Separation Network for Speaker Recognition

Hanyi Zhang, Longbiao Wang, Yunchun Zhang, Meng Liu, Kong Aik Lee

ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification

Ruiteng Zhang, Jianguo Wei, Wenhuan Lu, Longbiao Wang, Meng Liu

Self-Attention Encoding and Pooling for Speaker Recognition

Pooyan Safari, Miquel India, Javier Hernando

Vector-Based Attentive Pooling for Text-Independent Speaker Verification

Yanfeng Wu, Chenkai Guo, Hongcan Gao, Xiaolei Hou, Jing Xu

Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification Using CTC-Based Soft VAD and Global Query Attention

Myunghun Jung, Youngmoon Jung, Jahyun Goo, Hoirin Kim

Phonetically-Aware Coupled Network For Short Duration Text-Independent Speaker Verification

Siqi Zheng, Yun Lei, Hongbin Suo

Densely Connected Time Delay Neural Network for Speaker Verification

Ya-Qi Yu, Wu-jun Li

AutoSpeech: Neural Architecture Search for Speaker Recognition

Shaojin Ding, Tianlong Chen, Xinyu Gong, Weiwei Zha, Zhangyang Wang

Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study

Karthik Gopalakrishnan, Behnam Hedayatnia, Longshaokan Wang, Yang Liu, Dilek Hakkani-Tur

End-to-End Spoken Language Understanding Without Full Transcripts

Hong-Kwang J. Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi

Towards an ASR Error Robust Spoken Language Understanding System

Weitong Ruan, Yaroslav Nechaev, Luoxin Chen, Chengwei Su, Imre Kiss

Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation

Won Ik Cho, Donghyun Kwak, Ji Won Yoon, Nam Soo Kim

Improving End-to-End Speech-to-Intent Classification with Reptile

Yusheng Tian, Philip John Gorinski

Context Dependent RNNLM for Automatic Transcription of Conversations

Srikanth Raj Chetupalli, Sriram Ganapathy

Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning

Pavel Denisov, Ngoc Thang Vu

Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces

Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding

Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen

End-to-End Neural Transformer Based Spoken Language Understanding

Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann

SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations

Amit Jindal, Narayanan Elavathur Ranganatha, Aniket Didolkar, Arijit Ghosh Chowdhury, Di Jin

Two-Stage Polyphonic Sound Event Detection Based on Faster R-CNN-LSTM with Multi-Token Connectionist Temporal Classification

Inyoung Park, Hong Kook Kim

Intra-Utterance Similarity Preserving Knowledge Distillation for Audio Tagging

Chun-Chieh Chang, Chieh-Chi Kao, Ming Sun, Chao Wang

A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling

Chieh-Chi Kao, Bowen Shi, Ming Sun, Chao Wang

An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection

Xu Zheng, Yan Song, Jie Yan, Li-Rong Dai, Ian McLoughlin

Dual Stage Learning Based Dynamic Time-Frequency Mask Generation for Audio Event Classification

Donghyeon Kim, Jaihyun Park, David K. Han, Hanseok Ko

Memory Controlled Sequential Self Attention for Sound Recognition

Arjun Pankajakshan, Helen L. Bear, Vinod Subramanian, Emmanouil Benetos

Contrastive Predictive Coding of Audio with an Adversary

Luyu Wang, Kazuya Kawakami, Aaron van den Oord

Environmental Sound Classification with Parallel Temporal-Spectral Attention

Helin Wang, Yuexian Zou, Dading Chong, Wenwu Wang

Gated Multi-Head Attention Pooling for Weakly Labelled Audio Tagging

Sixin Hong, Yuexian Zou, Wenwu Wang

Data Efficient Voice Cloning from Noisy Samples with Domain Adversarial Training

Jian Cong, Shan Yang, Lei Xie, Guoqiao Yu, Guanglu Wan

Attention-Based Speaker Embeddings for One-Shot Voice Conversion

Tatsuma Ishihara, Daisuke Saito

Unsupervised Cross-Domain Singing Voice Conversion

Adam Polyak, Lior Wolf, Yossi Adi, Yaniv Taigman

Spoken Content and Voice Factorization for Few-Shot Speaker Adaptation

Tao Wang, Jianhua Tao, Ruibo Fu, Jiangyan Yi, Zhengqi Wen

GAZEV: GAN-Based Zero-Shot Voice Conversion Over Non-Parallel Speech Corpus

Zining Zhang, Bingsheng He, Zhenjie Zhang

TTS Skins: Speaker Conversion via ASR

Adam Polyak, Lior Wolf, Yaniv Taigman

Non-Parallel Many-to-Many Voice Conversion with PSR-StarGAN

Yanping Li, Dongxiang Xu, Yan Zhang, Yang Wang, Binbin Chen

Improving the Speaker Identity of Non-Parallel Many-to-Many Voice Conversion with Adversarial Speaker Recognition

Shaojin Ding, Guanlong Zhao, Ricardo Gutierrez-Osuna

Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning

Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai

Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification

Vijay Ravi, Ruchao Fan, Amber Afshan, Huanhua Lu, Abeer Alwan

BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020

Alicia Lozano-Diez, Anna Silnova, Bhargav Pulugundla, Johan Rohdin, Karel Veselý

Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization

Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck

Investigation of NICT Submission for Short-Duration Speaker Verification Challenge 2020

Peng Shen, Xugang Lu, Hisashi Kawai

The TalTech Systems for the Short-Duration Speaker Verification Challenge 2020

Tanel Alumäe, Jörgen Valk

Robust Text-Dependent Speaker Verification via Character-Level Information Preservation for the SdSV Challenge 2020

Sung Hwan Mun, Woo Hyun Kang, Min Hyun Han, Nam Soo Kim

The XMUSPEECH System for Short-Duration Speaker Verification Challenge 2020

Tao Jiang, Miao Zhao, Lin Li, Qingyang Hong

SdSV Challenge 2020: Large-Scale Evaluation of Short-Duration Speaker Verification

Hossein Zeinali, Kong Aik Lee, Jahangir Alam, Lukas Burget

Improving X-Vector and PLDA for Text-Dependent Speaker Verification

Zhuxin Chen, Yue Lin

Focal Loss for Punctuation Prediction

Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Ye Bai, Cunhang Fan

Joint Prediction of Punctuation and Disfluency in Speech Transcripts

Binghuai Lin, Liyuan Wang

Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition

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

An Utterance Verification System for Word Naming Therapy in Aphasia

David S. Barbera, Mark Huckvale, Victoria Fleming, Emily Upton, Henry Coley-Fisher

A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection

Wenqi Wei, Jianzong Wang, Jiteng Ma, Ning Cheng, Jing Xiao

Investigation of Data Augmentation Techniques for Disordered Speech Recognition

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

Speech Recognition and Multi-Speaker Diarization of Long Conversations

Huanru Henry Mao, Shuyang Li, Julian McAuley, Garrison W. Cottrell

Mixed Case Contextual ASR Using Capitalization Masks

Diamantino Caseiro, Pat Rondon, Quoc-Nam Le The, Petar Aleksic

CAM: Uninteresting Speech Detector

Weiyi Lu, Yi Xu, Peng Yang, Belinda Zeng

Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation

Hang Li, Siyuan Chen, Julien Epps

Modeling Global Body Configurations in American Sign Language

Nicholas Wilkins, Max Cordes Galbraith, Ifeoma Nwogu

Electroglottographic-Phonetic Study on Korean Phonation Induced by Tripartite Plosives in Yanbian Korean

Yinghao Li, Jinghua Zhang

Er-Suffixation in Southwestern Mandarin: An EMA and Ultrasound Study

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

Microprosodic Variability in Plosives in German and Austrian German

Margaret Zellers, Barbara Schuppler

The Phonology and Phonetics of Kaifeng Mandarin Vowels

Lei Wang

Voicing Distinction of Obstruents in the Hangzhou Wu Chinese Dialect

Yang Yue, Fang Hu