📰 Interspeech 2020 — accepted papers

Interspeech 2020 is the 2020 edition of the Interspeech. OpenAlex lists 1,030 papers of it; our library holds 5 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (1,030)

The most cited first; 5 with our summary link to their page here, the others to the original.

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

See all 1,030 papers in Interspeech 2020 — accepted papers →

📄 Papers with our summary in our library (5)

The most cited first (OpenAlex citations plus our library's).

1. Conformer: Convolution-augmented Transformer for Speech RecognitionInterspeechAnmol Gulati, James Qin, Chung-Cheng Chiu, et al.2020 · 3,439 citations
2. MLS: A Large-Scale Multilingual Dataset for Speech ResearchInterspeechVineel Pratap, Qiantong Xu, Anuroop Sriram, et al.2020 · 512 citations
3. An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone ModelingInterspeechBi-Cheng Yan, Meng-Che Wu, Hsiao-Tsung Hung, et al.2020 · 46 citations
4. Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and AttentionInterspeechDaniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, et al.2020 · 16 citations
5. End-to-end speech-to-dialog-act recognitionInterspeechViet-Trung Dang, Tianyu Zhao, Sei Ueno, et al.2020 · 11 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🎙️Speech & spoken language (3)English (2)💬Speech act theory (1)🗨️Dialogue systems (1)🌍Multilingual & cross-lingual NLP (1)

📚 Fields

🎭Arts and Humanities (5)🖥️Computer Science (5)💭Psychology (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢GoogleMountain View · United States1 work here🏢AmazonSeattle · United States1 work here🎓National Taiwan Normal UniversityTaipei · Taiwan1 work here🎓Gdańsk University of TechnologyGdansk · Poland1 work here🎓Kyoto UniversityKyoto · Japan1 work here🏢AsusTaipei · Taiwan1 work here🏢MetaMenlo Park · United States1 work here

works and citations from OpenAlex and our library.

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