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Interspeech 2020: all accepted papers

1,030 papers · page 1 of 11 · the most cited first · ← Interspeech 2020

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  1. Conformer: Convolution-augmented Transformer for Speech RecognitionAnmol Gulati, James Qin, Chung‐Cheng Chiu et al.3,070 citations · our summary
  2. ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker VerificationBrecht Desplanques, Jenthe Thienpondt, Kris Demuynck1,508 citations
  3. DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech EnhancementYanxin Hu, Yun Liu, Shubo Lv et al.737 citations
  4. Real Time Speech Enhancement in the Waveform DomainAlexandre Défossez, Gabriel Synnaeve, Yossi Adi522 citations
  5. In Defence of Metric Learning for Speaker RecognitionJoon Son Chung, Jaesung Huh, Seongkyu Mun et al.383 citations
  6. The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge ResultsChandan K. A. Reddy, Vishak Gopal, Ross Cutler et al.363 citations
  7. MLS: A Large-Scale Multilingual Dataset for Speech ResearchVineel Pratap, Qiantong Xu, Anuroop Sriram et al.358 citations · our summary
  8. Coswara — A Database of Breathing, Cough, and Voice Sounds for COVID-19 DiagnosisNeeraj Kumar Sharma, Prashant Krishnan, Rohit Vishal Kumar et al.331 citations
  9. Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech SeparationJingjing Chen, Qirong Mao, Dong Liu320 citations
  10. ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global ContextWei Han, Zhengdong Zhang, Yu Zhang et al.287 citations
  11. Alzheimer’s Dementia Recognition Through Spontaneous Speech: The ADReSS ChallengeSaturnino F. Luz, Fasih Haider, Sofia de la Fuente et al.265 citations
  12. Improved Noisy Student Training for Automatic Speech RecognitionDaniel Park, Yu Zhang, Jia Ye et al.218 citations
  13. Target-Speaker Voice Activity Detection: A Novel Approach for Multi-Speaker Diarization in a Dinner Party ScenarioIvan Medennikov, Maxim L. Korenevsky, Tatiana Prisyach et al.191 citations
  14. End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based AttractorsShota Horiguchi, Yusuke Fujita, Shinji Watanabe et al.177 citations
  15. SpEx+: A Complete Time Domain Speaker Extraction NetworkMeng Ge, Chenglin Xu, Longbiao Wang et al.149 citations
  16. Spot the Conversation: Speaker Diarisation in the WildJoon Son Chung, Jaesung Huh, Arsha Nagrani et al.149 citations
  17. Dual-Signal Transformation LSTM Network for Real-Time Noise SuppressionNils L. Westhausen, Bernd T. Meyer138 citations
  18. HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial NetworksJiaqi Su, Zeyu Jin, Adam Finkelstein135 citations
  19. On the Comparison of Popular End-to-End Models for Large Scale Speech RecognitionJinyu Li, Yu Wu, Yashesh Gaur et al.134 citations
  20. Towards Learning a Universal Non-Semantic Representation of SpeechJoel Shor, Aren Jansen, Ronnie Maor et al.123 citations
  21. Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask PredictYosuke Higuchi, Shinji Watanabe, Nanxin Chen et al.122 citations
  22. To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease DetectionAparna Balagopalan, Benjamin Eyre, Frank Rudzicz et al.122 citations
  23. Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion ParametersVineel Pratap, Anuroop Sriram, Paden Tomasello et al.117 citations
  24. Streaming Keyword Spotting on Mobile DevicesOleg Rybakov, Natasha Kononenko, Niranjan Subrahmanya et al.114 citations
  25. TinyLSTMs: Efficient Neural Speech Enhancement for Hearing AidsIgor Fedorov, Marko Stamenovic, Carl Jensen et al.114 citations
  26. Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 ChallengeBenjamin van Niekerk, Leanne Nortje, Herman Kamper114 citations
  27. An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and AnxietyJing Han, Kun Qian, Meishu Song et al.113 citations
  28. Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion RecognitionShamane Siriwardhana, Andrew Reis, Rivindu Weerasekera et al.113 citations
  29. Iterative Pseudo-Labeling for Speech RecognitionQiantong Xu, Tatiana Likhomanenko, Jacob Kahn et al.112 citations
  30. Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech AttacksZhenzong Wu, Rohan Kumar Das, Jichen Yang et al.111 citations
  31. Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer’s DiseaseJiahong Yuan, Yuchen Bian, Xingyu Cai et al.109 citations
  32. Improved RawNet with Feature Map Scaling for Text-Independent Speaker Verification Using Raw WaveformsJee-weon Jung, Seung-bin Kim, Hye-jin Shim et al.106 citations
  33. SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question AnsweringYung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee et al.105 citations
  34. The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & MasksBjörn Wolfgang Schuller, Anton M. Batliner, Christian Bergler et al.103 citations
  35. Voice Transformer Network: Sequence-to-Sequence Voice Conversion Using Transformer with Text-to-Speech PretrainingWen-Chin Huang, Tomoki Hayashi, Yi-Chiao Wu et al.103 citations
  36. Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization CapabilityJinyu Li, Rui Zhao, Zhong Meng et al.98 citations
  37. Introducing the VoicePrivacy InitiativeNatalia Tomashenko, Brij Mohan Lal Srivastava, Xin Wang et al.98 citations
  38. MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands RecognitionSomshubra Majumdar, Boris Ginsburg98 citations
  39. Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural NetworksDara Nanda Gopala Krishna, Ankita Patil97 citations
  40. CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-Spectrogram ConversionTakuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka et al.96 citations
  41. LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data AugmentationYi Ma, Xinzi Xu, Yongfu Li96 citations
  42. Multi-Modal Attention for Speech Emotion RecognitionZexu Pan, Zhaojie Luo, Jichen Yang et al.95 citations
  43. PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased LossUmut Isik, Ritwik Giri, Neerad Phansalkar et al.95 citations
  44. Vector-Quantized Autoregressive Predictive CodingYu-An Chung, Hao Tang, James Glass94 citations
  45. Densely Connected Time Delay Neural Network for Speaker VerificationYa-Qi Yu, Wu-Jun Li93 citations
  46. MultiSpeech: Multi-Speaker Text to Speech with TransformerMingjian Chen, Xu Tan, Yi Ren et al.89 citations
  47. VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net ArchitectureDa-Yi Wu, Yen‐Hao Chen, Hung-yi Lee87 citations
  48. Contextual RNN-T for Open Domain ASRMahaveer Jain, Gil Keren, Jay Mahadeokar et al.86 citations
  49. An Effective Domain Adaptive Post-Training Method for BERT in Response SelectionTaesun Whang, Dongyub Lee, Chanhee Lee et al.85 citations
  50. A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband SpeechJean-Marc Valin, Umut Isik, Neerad Phansalkar et al.83 citations
  51. An Open Source Implementation of ITU-T Recommendation P.808 with ValidationBabak Naderi, Ross Cutler83 citations
  52. Intelligibility-Enhancing Speech Modifications — The Hurricane Challenge 2.0Jan Rennies, Henning Schepker, Cassia Valentini-Botinhao et al.83 citations
  53. Multi-Modal Fusion with Gating Using Audio, Lexical and Disfluency Features for Alzheimer’s Dementia Recognition from Spontaneous SpeechMorteza Rohanian, Julian Hough, Matthew Purver82 citations
  54. DurIAN: Duration Informed Attention Network for Speech SynthesisChengzhu Yu, Heng Lu, Na Hu et al.79 citations
  55. Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural NetworkJivitesh Sharma, Ole‐Christoffer Granmo, Morten Goodwin78 citations
  56. Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsSeong Min Kye, Youngmoon Jung, Haebeom Lee et al.78 citations
  57. Self-Attention Encoding and Pooling for Speaker RecognitionPooyan Safari, Miquel India, Javier Hernando78 citations
  58. The Attacker’s Perspective on Automatic Speaker Verification: An OverviewRohan Kumar Das, Xiaohai Tian, Tomi Kinnunen et al.76 citations
  59. Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of any Number of SpeakersNaoyuki Kanda, Yashesh Gaur, Xiaofei Wang et al.74 citations
  60. FaceFilter: Audio-Visual Speech Separation Using Still ImagesSoo-Whan Chung, Soyeon Choe, Joon Son Chung et al.73 citations
  61. Self-Supervised Contrastive Learning for Unsupervised Phoneme SegmentationFelix Kreuk, Joseph Keshet, Yossi Adi73 citations
  62. XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis SystemPeiling Lu, Jie Wu, Jian Luan et al.73 citations
  63. VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech RecognitionQuan Wang, Ignacio López Moreno, Mert Sağlam et al.70 citations
  64. Automated Screening for Alzheimer’s Dementia Through Spontaneous SpeechMuhammad Shehram Shah Syed, Zafi Sherhan Syed, Margaret Lech et al.69 citations
  65. Towards an ASR Error Robust Spoken Language Understanding SystemWeitong Ruan, Yaroslav Nechaev, Luoxin Chen et al.68 citations
  66. Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its SeverityUtkarsh Sarawgi, Wazeer Deen Zulfikar, Nouran Soliman et al.67 citations
  67. A Multi-Scale Fusion Framework for Bimodal Speech Emotion RecognitionMing Chen, Xudong Zhao66 citations
  68. Spoofing Attack Detection Using the Non-Linear Fusion of Sub-Band ClassifiersHemlata Tak, José Félix Patiño, Andreas Nautsch et al.65 citations
  69. CopyCat: Many-to-Many Fine-Grained Prosody Transfer for Neural Text-to-SpeechSri Karlapati, Alexis Moinet, Arnaud Joly et al.64 citations
  70. SEANet: A Multi-Modal Speech Enhancement NetworkMarco Tagliasacchi, Yunpeng Li, Karolis Misiunas et al.64 citations
  71. Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer’s Disease and Assess its SeverityRaghavendra Reddy Pappagari, Jaejin Cho, Laureano Moro-Velázquez et al.64 citations
  72. VocGAN: A High-Fidelity Real-Time Vocoder with a Hierarchically-Nested Adversarial NetworkJinhyeok Yang, Junmo Lee, Young-Ik Kim et al.64 citations
  73. Exploiting Multi-Modal Features from Pre-Trained Networks for Alzheimer’s Dementia RecognitionJunghyun Koo, Jie Hwan Lee, Jaewoo Pyo et al.63 citations
  74. Speech-XLNet: Unsupervised Acoustic Model Pretraining for Self-Attention NetworksXingchen Song, Guangsen Wang, Yiheng Huang et al.62 citations
  75. Deep Learning Based Assessment of Synthetic Speech NaturalnessGabriel Mittag, Sebastian Möller61 citations
  76. Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task LearningWenxin Hou, Yue Dong, Bairong Zhuang et al.61 citations
  77. Learning Fast Adaptation on Cross-Accented Speech RecognitionGenta Indra Winata, Samuel Cahyawijaya, Zihan Liu et al.61 citations
  78. Serialized Output Training for End-to-End Overlapped Speech RecognitionNaoyuki Kanda, Yashesh Gaur, Xiaofei Wang et al.61 citations
  79. A Differentiable Perceptual Audio Metric Learned from Just Noticeable DifferencesPranay Manocha, Adam Finkelstein, Richard Zhang et al.60 citations
  80. Efficient Wait-k Models for Simultaneous Machine TranslationMaha Elbayad, Laurent Besacier, Jakob Jozef Verbeek59 citations
  81. Inaudible Adversarial Perturbations for Targeted Attack in Speaker RecognitionQing Wang, Pengcheng Guo, Lei Xie59 citations
  82. AutoSpeech: Neural Architecture Search for Speaker RecognitionShaojin Ding, Tianlong Chen, Xinyu Gong et al.57 citations
  83. End-to-End Neural Transformer Based Spoken Language UnderstandingMartin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann57 citations
  84. Listen to What You Want: Neural Network-Based Universal Sound SelectorTsubasa Ochiai, Marc Delcroix, Yuma Koizumi et al.57 citations
  85. Controllable Neural Text-to-Speech Synthesis Using Intuitive Prosodic FeaturesTuomo Raitio, Ramya Rasipuram, Dan Castellani56 citations
  86. Group Gated Fusion on Attention-Based Bidirectional Alignment for Multimodal Emotion RecognitionPengfei Liu, Kun Li, Helen M. L. Meng56 citations
  87. Hybrid Network Feature Extraction for Depression Assessment from SpeechZiping Zhao, Qifei Li, Nicholas Cummins et al.56 citations
  88. A Comparison of Acoustic and Linguistics Methodologies for Alzheimer’s Dementia RecognitionNicholas Cummins, Yilin Pan, Zhao Xu Ren et al.55 citations
  89. Context-Aware Goodness of Pronunciation for Computer-Assisted Pronunciation TrainingJiatong Shi, Nan Huo, Qin Jin55 citations
  90. Investigation of Data Augmentation Techniques for Disordered Speech RecognitionMengzhe Geng, Xurong Xie, Shansong Liu et al.55 citations
  91. One Model, Many Languages: Meta-Learning for Multilingual Text-to-SpeechTomáš Nekvinda, Ondřej Dušek54 citations
  92. An Open-Source Voice Type Classifier for Child-Centered Daylong RecordingsMarvin Lavechin, Ruben Bousbib, Hervé Bredin et al.53 citations
  93. Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length EmbeddingSeungwoo Choi, Seungju Han, Dongyoung Kim et al.53 citations
  94. Converting Anyone’s Emotion: Towards Speaker-Independent Emotional Voice ConversionKun Zhou, Berrak Şişman, Mingyang Zhang et al.53 citations
  95. Exploring Transformers for Large-Scale Speech RecognitionLiang Lu, Changliang Liu, Jinyu Li et al.53 citations
  96. Single Headed Attention Based Sequence-to-Sequence Model for State-of-the-Art Results on SwitchboardZoltán Tüske, George Saon, Kartik Audhkhasi et al.53 citations
  97. Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of ExpertsYizhou Lu, Mingkun Huang, Hao Li et al.52 citations
  98. Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech RecognitionJinxi Guo, Gautam Tiwari, Jasha Droppo et al.52 citations
  99. Speech Recognition and Multi-Speaker Diarization of Long ConversationsHuanru Henry Mao, S. X. Li, Julian McAuley et al.52 citations
  100. Streaming Transformer-Based Acoustic Models Using Self-Attention with Augmented MemoryChunyang Wu, Yongqiang Wang, Yangyang Shi et al.52 citations

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