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Interspeech 2021: all accepted papers

963 papers · page 5 of 10 · the most cited first · ← Interspeech 2021

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  1. Multitask Training with Text Data for End-to-End Speech Recognition ↗Peidong Wang, Tara N. Sainath, Ron J. Weiss9 citations
  2. Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling ↗Natalia Nessler, Miloš Cerňak, Paolo Prandoni et al.9 citations
  3. On the Learning Dynamics of Semi-Supervised Training for ASR ↗Electra Wallington, Benji Kershenbaum, Ondřej Klejch et al.9 citations
  4. One Size Does Not Fit All in Resource-Constrained ASR ↗Ethan Morris, Robbie Jimerson, Emily Tucker Prud’hommeaux9 citations
  5. Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model ↗Zehai Tu, Ning Ma, Jon Barker9 citations
  6. Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features ↗Vincent Karas, Björn Wolfgang Schuller9 citations
  7. Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder ↗Judith Dineley, Grace Lavelle, Daniel Leightley et al.9 citations
  8. Revisiting Parity of Human vs. Machine Conversational Speech Transcription ↗Courtney Mansfield, Sara Ng, Gina‐Anne Levow et al.9 citations
  9. Synthesis of Expressive Speaking Styles with Limited Training Data in a Multi-Speaker, Prosody-Controllable Sequence-to-Sequence Architecture ↗Slava Shechtman, Raul Fernandez, Alexander S. Sorin et al.9 citations
  10. Talk, Don’t Write: A Study of Direct Speech-Based Image Retrieval ↗Ramon Sanabria, Austin Waters, Jason Baldridge9 citations
  11. TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis ↗Stanislav Beliaev, Boris Ginsburg9 citations
  12. TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation ↗Helin Wang, Bo Wu, Lianwu Chen et al.9 citations
  13. Time-Frequency Representation Learning with Graph Convolutional Network for Dialogue-Level Speech Emotion Recognition ↗Jiaxing Liu, Yaodong Song, Longbiao Wang et al.9 citations
  14. Transformer-Based Acoustic Modeling for Streaming Speech Synthesis ↗Chunyang Wu, Zhiping Xiu, Yangyang Shi et al.9 citations
  15. VAENAR-TTS: Variational Auto-Encoder Based Non-AutoRegressive Text-to-Speech Synthesis ↗Hui Lu, Zhiyong Wu, Xixin Wu et al.9 citations
  16. A Hands-On Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation ↗Martin Strauss, Jouni Paulus, Matteo Torcoli et al.8 citations
  17. A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech ↗Pu Wang, Bagher BabaAli, Hugo Van hamme8 citations
  18. Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning ↗Lars Rumberg, Hanna Ehlert, Ulrike M. Lüdtke et al.8 citations
  19. Auto-KWS 2021 Challenge: Task, Datasets, and Baselines ↗Jingsong Wang, Yuxuan He, Chunyu Zhao et al.8 citations
  20. Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson’s Disease ↗Amrit Romana, John Bandon, Matthew C Perez et al.8 citations
  21. Bidirectional Multiscale Feature Aggregation for Speaker Verification ↗Jiajun Qi, Wu Guo, Bin Gu8 citations
  22. Bootstrap an End-to-End ASR System by Multilingual Training, Transfer Learning, Text-to-Text Mapping and Synthetic Audio ↗Manuel Giollo, Deniz Gunceler, Yulan Liu et al.8 citations
  23. Communication-Efficient Agnostic Federated Averaging ↗Jae Hun Ro, Mingqing Chen, Rajiv Mathews et al.8 citations
  24. Discriminative Self-Training for Punctuation Prediction ↗Qian Chen, Wen Wang, Mengzhe Chen et al.8 citations
  25. ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech ↗Roberto Gretter, Marco Matassoni, Daniele Falavigna et al.8 citations
  26. Enrollment-Less Training for Personalized Voice Activity Detection ↗Naoki Makishima, Mana Ihori, Tomohiro Tanaka et al.8 citations
  27. Estimating Articulatory Movements in Speech Production with Transformer Networks ↗Sathvik Udupa, Anwesha Roy, Abhayjeet Singh et al.8 citations
  28. Europarl-ASR: A Large Corpus of Parliamentary Debates for Streaming ASR Benchmarking and Speech Data Filtering/Verbatimization ↗Gonçal V. Garcés Díaz-Munío, Joan Albert Silvestre-Cerdà, Javier Jorge et al.8 citations
  29. Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge ↗Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali et al.8 citations
  30. Fearless Steps Challenge Phase-3 (FSC P3): Advancing SLT for Unseen Channel and Mission Data Across NASA Apollo Audio ↗Aditya Joglekar, Seyed Omid Sadjadi, Meena Chandra-Shekar et al.8 citations
  31. Identifying Cognitive Impairment Using Sentence Representation Vectors ↗Bahman Mirheidari, Yilin Pan, Daniel J. Blackburn et al.8 citations
  32. Identifying Conflict Escalation and Primates by Using Ensemble X-Vectors and Fisher Vector Features ↗José Vicente Egas-López, Mercedes Vetráb, László Tóth et al.8 citations
  33. Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement ↗Wenzhe Liu, Andong Li, Yuxuan Ke et al.8 citations
  34. LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement ↗Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B. et al.8 citations
  35. Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge ↗Raphaël Duroselle, Md Sahidullah, Denis Jouvet et al.8 citations
  36. Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion ↗Disong Wang, Songxiang Liu, Lifa Sun et al.8 citations
  37. Lookup-Table Recurrent Language Models for Long Tail Speech Recognition ↗Wei‐Chin Huang, Tara N. Sainath, Cal Peyser et al.8 citations
  38. M3: MultiModal Masking Applied to Sentiment Analysis ↗Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros Potamianos8 citations
  39. Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems ↗Vikas Joshi, Amit Kumar Das, Eric Sun et al.8 citations
  40. Oriental Language Recognition (OLR) 2020: Summary and Analysis ↗Jing Li, Binling Wang, Yiming Zhi et al.8 citations
  41. Phoneme-Aware and Channel-Wise Attentive Learning for Text Dependent Speaker Verification ↗Yan Liu, Zheng Li, Lin Li et al.8 citations
  42. Phonetically Motivated Self-Supervised Speech Representation Learning ↗Xianghu Yue, Haizhou Li8 citations
  43. RaSSpeR: Radar-Based Silent Speech Recognition ↗David Ferreira, Samuel Silva, Francisco Curado et al.8 citations
  44. Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding ↗Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan et al.8 citations
  45. Scaling Laws for Acoustic Models ↗Jasha Droppo, Oğuz H. Elibol8 citations
  46. Single-Channel Speech Enhancement Using Learnable Loss Mixup ↗Oscar Chang, Dung N. Tran, Kazuhito Koishida8 citations
  47. SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction ↗Junkun Chen, Mingbo Ma, Renjie Zheng et al.8 citations
  48. Speech Denoising with Auditory Models ↗Mark R. Saddler, Andrew Francl, Jenelle Feather et al.8 citations
  49. Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition ↗Magdalena Rybicka, Jesús Villalba, Piotr Żelasko et al.8 citations
  50. Stabilizing Label Assignment for Speech Separation by Self-Supervised Pre-Training ↗Sung-Feng Huang, Shun-Po Chuang, Da-Rong Liu et al.8 citations
  51. The CSTR System for Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages ↗Ondřej Klejch, Electra Wallington, Peter Bell8 citations
  52. Weakly Supervised Construction of ASR Systems from Massive Video Data ↗Mengli Cheng, Chengyu Wang, Jun Huang et al.8 citations
  53. Zero-Shot Federated Learning with New Classes for Audio Classification ↗Gautham Krishna Gudur, Satheesh Kumar Perepu8 citations
  54. A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling ↗Xiaoyu Bie, Laurent Girin B, Simon Leglaive et al.7 citations
  55. A Lightweight Framework for Online Voice Activity Detection in the Wild ↗Xuenan Xu, Heinrich Dinkel, Mengyue Wu et al.7 citations
  56. A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization ↗Dipjyoti Paul, Sankar Mukherjee, Yannis Pantazis et al.7 citations
  57. Additive Phoneme-Aware Margin Softmax Loss for Language Recognition ↗Zheng Li, Yan Liu, Lin Li et al.7 citations
  58. An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection ↗Xu Zheng, Yan Song, Li-Rong Dai et al.7 citations
  59. Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit ↗Einari Vaaras, Sari Ahlqvist‐Björkroth, Konstantinos Drossos et al.7 citations
  60. Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics ↗Kateřina Žmolíková, Marc Delcroix, Desh Raj et al.7 citations
  61. Binaural Speech Separation of Moving Speakers With Preserved Spatial Cues ↗Cong Han, Yi Luo, Nima Mesgarani7 citations
  62. CLAC: A Speech Corpus of Healthy English Speakers ↗R’mani Haulcy, James Glass7 citations
  63. CNN-Based Processing of Acoustic and Radio Frequency Signals for Speaker Localization from MAVs ↗Andrea Toma, Daniele Salvati, Carlo Drioli et al.7 citations
  64. Collaborative Training of Acoustic Encoders for Speech Recognition ↗Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh et al.7 citations
  65. Comparison of Remote Experiments Using Crowdsourcing and Laboratory Experiments on Speech Intelligibility ↗Ayako Yamamoto, Toshio Irino, Kenichi Arai et al.7 citations
  66. Continuous Wavelet Vocoder-Based Decomposition of Parametric Speech Waveform Synthesis ↗Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Csaba Zainkó et al.7 citations
  67. Cross-Modal Learning for Audio-Visual Video Parsing ↗Jatin Lamba, - Abhishek, Jayaprakash Akula et al.7 citations
  68. Detection and Analysis of Attention Errors in Sequence-to-Sequence Text-to-Speech ↗Cassia Valentini-Botinhao, Simon King7 citations
  69. Differentiable Allophone Graphs for Language-Universal Speech Recognition ↗Brian Yan, Siddharth Dalmia, David R. Mortensen et al.7 citations
  70. Dynamic Multi-Scale Convolution for Dialect Identification ↗Tianlong Kong, Shouyi Yin, Dawei Zhang et al.7 citations
  71. Dynamically Adaptive Machine Speech Chain Inference for TTS in Noisy Environment: Listen and Speak Louder ↗Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura7 citations
  72. End-to-End Open Vocabulary Keyword Search ↗Bolaji Yusuf, Alican Gök, Batuhan Gündoğdu et al.7 citations
  73. FANS: Fusing ASR and NLU for On-Device SLU ↗Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann et al.7 citations
  74. Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows ↗Iván Vallés-Ṕerez, Julian Roth, Grzegorz Beringer et al.7 citations
  75. Improving RNN-T ASR Accuracy Using Context Audio ↗Andreas Schwarz, Ilya Sklyar, Simon Wiesler7 citations
  76. Insights on Neural Representations for End-to-End Speech Recognition ↗Anna Ollerenshaw, Md Asif Jalal, Thomas Hain7 citations
  77. Integrating Dialog History into End-to-End Spoken Language Understanding Systems ↗Jatin Ganhotra, Samuel Thomas, Hong-Kwang Jeff Kuo et al.7 citations
  78. Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification ↗Joeri A. Zwerts, Jelle Treep, Casper Kaandorp et al.7 citations
  79. Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds ↗Flávio R. Ávila, Amir Hossein Poorjam, Deepak Mittal et al.7 citations
  80. L1 Identification from L2 Speech Using Neural Spectrogram Analysis ↗Calbert Graham7 citations
  81. Log-Likelihood-Ratio Cost Function as Objective Loss for Speaker Verification Systems ↗Victoria Mingote, Antonio Miguel, Alfonso Ortega et al.7 citations
  82. Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis ↗Neeraj Kumar, Srishti Goel, Ankur Narang et al.7 citations
  83. On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease ↗Juan Camilo Vásquez-Correa, Julian Fritsch, Juan Rafael Orozco‐Arroyave et al.7 citations
  84. OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages ↗Kay Peterson, Audrey N. Tong, Yan H. Yu7 citations
  85. PDF: Polyphone Disambiguation in Chinese by Using FLAT ↗Haiteng Zhang7 citations
  86. Phoneme Duration Modeling Using Speech Rhythm-Based Speaker Embeddings for Multi-Speaker Speech Synthesis ↗Kenichi Fujita, Atsushi Ando, Yusuke Ijima7 citations
  87. Phoneme Recognition Through Fine Tuning of Phonetic Representations: A Case Study on Luhya Language Varieties ↗Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos et al.7 citations
  88. Phonetically Induced Subwords for End-to-End Speech Recognition ↗Vasileios Papadourakis, Markus Müller, Jing Liu et al.7 citations
  89. Robust End-to-End Speaker Diarization with Conformer and Additive Margin Penalty ↗Tsun-Yat Leung, Lahiru Samarakoon7 citations
  90. Scene-Agnostic Multi-Microphone Speech Dereverberation ↗Yochai Yemini, Ethan Fetaya, Haggai Maron et al.7 citations
  91. Semantic Transportation Prototypical Network for Few-Shot Intent Detection ↗Weiyuan Xu, Peilin Zhou, Chenyu You et al.7 citations
  92. Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition ↗Lucile Gelin, Thomas Pellegrini, Julien Pinquier et al.7 citations
  93. Speaker Embeddings by Modeling Channel-Wise Correlations ↗Themos Stafylakis, Johan Rohdin, Lukáš Burget7 citations
  94. Speech Enhancement with Weakly Labelled Data from AudioSet ↗Qiuqiang Kong, Haohe Liu, Xingjian Du et al.7 citations
  95. Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings ↗Ján Švec, Luboš Šmídl, Josef Psutka et al.7 citations
  96. Take a Breath: Respiratory Sounds Improve Recollection in Synthetic Speech ↗Mikey Elmers, Raphael Werner, Beeke Muhlack et al.7 citations
  97. The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio ↗Gauri Deshpande, Björn Wolfgang Schuller7 citations
  98. The Impact of Forced-Alignment Errors on Automatic Pronunciation Evaluation ↗Vikram C. Mathad, Tristan Mahr, Nancy J. Scherer et al.7 citations
  99. Transformer-Based End-to-End Speech Recognition with Residual Gaussian-Based Self-Attention ↗Chengdong Liang, Menglong Xu, Xiao-Lei Zhang7 citations
  100. Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction ↗Hagen Soltau, Mingqiu Wang, Izhak Shafran J et al.7 citations

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