📰 Interspeech 2021 — accepted papers

Interspeech 2021 is the 2021 edition of the Interspeech. OpenAlex lists 963 papers of it; our library holds 7 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. AST: Audio Spectrogram TransformerYuan Gong, Yu-An Chung, James Glass1,086 citations
2. SUPERB: Speech Processing Universal PERformance BenchmarkShu-Wen Yang, Po-Han Chi, Yung-Sung Chuang et al.666 citations
3. Unsupervised Cross-Lingual Representation Learning for Speech RecognitionAlexis Conneau, Alexei Baevski, Ronan Collobert et al.606 citations
4. Emotion Recognition from Speech Using wav2vec 2.0 EmbeddingsLeonardo Pepino, Pablo Riera, Luciana Ferrer378 citations
5. NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced DatasetsGabriel Mittag, Babak Naderi, Assmaa Chehadi et al.271 citations
6. WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition ToolkitZhuoyuan Yao, Di Wu, Xiong Wang et al.234 citations
7. GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed AudioGuoguo Chen, Shuzhou Chai, Guanbo Wang et al.229 citations
8. Speech Resynthesis from Discrete Disentangled Self-Supervised RepresentationsAdam Polyak, Yossi Adi, Jade Copet et al.211 citations
9. MetricGAN+: An Improved Version of MetricGAN for Speech EnhancementSzu‐Wei Fu, Cheng Yu, Tsun-An Hsieh et al.207 citations
10. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-TrainingWei-Ning Hsu, Anuroop Sriram, Alexei Baevski et al.182 citations

All accepted papers (963)

The most cited first; 7 with our summary link to their page here, the others to the original.

1. AST: Audio Spectrogram TransformerYuan Gong, Yu-An Chung, James Glass1,086 citations
2. SUPERB: Speech Processing Universal PERformance BenchmarkShu-Wen Yang, Po-Han Chi, Yung-Sung Chuang et al.666 citations
3. Unsupervised Cross-Lingual Representation Learning for Speech RecognitionAlexis Conneau, Alexei Baevski, Ronan Collobert et al.606 citations
4. Emotion Recognition from Speech Using wav2vec 2.0 EmbeddingsLeonardo Pepino, Pablo Riera, Luciana Ferrer378 citations
5. NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced DatasetsGabriel Mittag, Babak Naderi, Assmaa Chehadi et al.271 citations
6. WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition ToolkitZhuoyuan Yao, Di Wu, Xiong Wang et al.234 citations
7. GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed AudioGuoguo Chen, Shuzhou Chai, Guanbo Wang et al.229 citations
8. Speech Resynthesis from Discrete Disentangled Self-Supervised RepresentationsAdam Polyak, Yossi Adi, Jade Copet et al.211 citations
9. MetricGAN+: An Improved Version of MetricGAN for Speech EnhancementSzu‐Wei Fu, Cheng Yu, Tsun-An Hsieh et al.207 citations
10. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-TrainingWei-Ning Hsu, Anuroop Sriram, Alexei Baevski et al.182 citations
11. INTERSPEECH 2021 Deep Noise Suppression ChallengeChandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida et al.170 citations
12. AISHELL-3: A Multi-Speaker Mandarin TTS CorpusYao Shi, Hui Bu, Xin Xu et al.160 citations
13. Exploring wav2vec 2.0 on Speaker Verification and Language IdentificationZhiyun Fan, Meng Li, Shiyu Zhou et al.154 citations
14. Keyword Transformer: A Self-Attention Model for Keyword SpottingAxel Berg, Mark O’Connor, Miguel Tairum Cruz147 citations
15. End-To-End Speaker Segmentation for Overlap-Aware ResegmentationHervé Bredin, Antoine Laurent141 citations
16. Detecting Cognitive Decline Using Speech Only: The ADReSSo ChallengeSaturnino F. Luz, Fasih Haider, Sofia de la Fuente et al.135 citations
17. The Third DIHARD Diarization ChallengeNeville Ryant, Prachi Singh, Venkat Krishnamohan et al.132 citations
18. A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech DetectionXin Wang, Junichi Yamagishi128 citations
19. VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice ConversionDisong Wang, Liqun Deng, Yu Ting Yeung et al.118 citations
20. Diff-TTS: A Denoising Diffusion Model for Text-to-SpeechMyeonghun Jeong, Hyeongju Kim, Sung Jun Cheon et al.116 citations
21. SE-Conformer: Time-Domain Speech Enhancement Using ConformerEesung Kim, Hyeji Seo116 citations
22. Broadcasted Residual Learning for Efficient Keyword SpottingByeonggeun Kim, Simyung Chang, Jinkyu Lee et al.110 citations
23. The Multilingual TEDx Corpus for Speech Recognition and TranslationElizabeth Salesky, Matthew Wiesner, Jacob Bremerman et al.110 citations
24. CoVoST 2 and Massively Multilingual Speech TranslationChanghan Wang, Anne Wu, Jiatao Gu et al.109 citations
25. UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform GenerationWon Jang, Dan Lim, Jaesam Yoon et al.109 citations

See all 963 papers in Interspeech 2021 — accepted papers →

📄 Papers with our summary in our library (7)

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

1. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleInterspeechArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 801 citations
2. speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation AssessmentInterspeechJunbo Zhang, Zhiwen Zhang, Yongqing Wang, et al.2021 · 90 citations
3. Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASRInterspeechShammur Absar Chowdhury, Amir Hussein, Ahmed Abdelali, et al.2021 · 56 citations
4. On the limit of English conversational speech recognitionInterspeechZoltan Tuske, George Saon, Brian Kingsbury2021 · 49 citations
5. Arabic Code-Switching Speech Recognition using Monolingual DataInterspeechAhmed Ali, Shammur Chowdhury, Amir Hussein, et al.2021 · 27 citations
6. A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act DetectionInterspeechTing-Wei Wu, Ruolin Su, Biing-Hwang Juang2021 · 19 citations
7. Weakly-supervised word-level pronunciation error detection in non-native English speechInterspeechDaniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, et al.2021 · 15 citations

🧭 Top topics

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

🎙️Speech & spoken language (4)🌍Multilingual & cross-lingual NLP (3)English (3)🗨️Dialogue systems (2)Semitic languages (2)💬Speech act theory (1)

📚 Fields

🎭Arts and Humanities (7)🖥️Computer Science (7)💭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.

🎓Georgia Institute of TechnologyAtlanta · United States1 work here🏢AmazonSeattle · United States1 work here🏢IBMArmonk · United States1 work here🎓Gdańsk University of TechnologyGdansk · Poland1 work here🏢XiaomiBeijing · China1 work here

works and citations from OpenAlex and our library.

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