---
title: "Interspeech 2021 — accepted papers — Elamur Research"
description: "Interspeech 2021 — accepted papers: 7 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/interspeech-usb/2021/"
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# 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.

[**963** papers in the proceedings](#all) · [**7** works in our library](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2021/#works) · [**1,057** citations of these works](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2021/#works)

## 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 Transformer](https://doi.org/10.21437/interspeech.2021-698)**Yuan Gong, Yu-An Chung, James Glass*1,086 citations*
2. **[SUPERB: Speech Processing Universal PERformance Benchmark](https://doi.org/10.21437/interspeech.2021-1775)**Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang et al.*666 citations*
3. **[Unsupervised Cross-Lingual Representation Learning for Speech Recognition](https://doi.org/10.21437/interspeech.2021-329)**Alexis Conneau, Alexei Baevski, Ronan Collobert et al.*606 citations*
4. **[Emotion Recognition from Speech Using wav2vec 2.0 Embeddings](https://doi.org/10.21437/interspeech.2021-703)**Leonardo Pepino, Pablo Riera, Luciana Ferrer*378 citations*
5. **[NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets](https://doi.org/10.21437/interspeech.2021-299)**Gabriel Mittag, Babak Naderi, Assmaa Chehadi et al.*271 citations*
6. **[WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit](https://doi.org/10.21437/interspeech.2021-1983)**Zhuoyuan Yao, Di Wu, Xiong Wang et al.*234 citations*
7. **[GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio](https://doi.org/10.21437/interspeech.2021-1965)**Guoguo Chen, Shuzhou Chai, Guanbo Wang et al.*229 citations*
8. **[Speech Resynthesis from Discrete Disentangled Self-Supervised Representations](https://doi.org/10.21437/interspeech.2021-475)**Adam Polyak, Yossi Adi, Jade Copet et al.*211 citations*
9. **[MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement](https://doi.org/10.21437/interspeech.2021-599)**Szu‐Wei Fu, Cheng Yu, Tsun-An Hsieh et al.*207 citations*
10. **[Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training](https://doi.org/10.21437/interspeech.2021-236)**Wei-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 Transformer](https://doi.org/10.21437/interspeech.2021-698)**Yuan Gong, Yu-An Chung, James Glass*1,086 citations*
2. **[SUPERB: Speech Processing Universal PERformance Benchmark](https://doi.org/10.21437/interspeech.2021-1775)**Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang et al.*666 citations*
3. **[Unsupervised Cross-Lingual Representation Learning for Speech Recognition](https://doi.org/10.21437/interspeech.2021-329)**Alexis Conneau, Alexei Baevski, Ronan Collobert et al.*606 citations*
4. **[Emotion Recognition from Speech Using wav2vec 2.0 Embeddings](https://doi.org/10.21437/interspeech.2021-703)**Leonardo Pepino, Pablo Riera, Luciana Ferrer*378 citations*
5. **[NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets](https://doi.org/10.21437/interspeech.2021-299)**Gabriel Mittag, Babak Naderi, Assmaa Chehadi et al.*271 citations*
6. **[WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit](https://doi.org/10.21437/interspeech.2021-1983)**Zhuoyuan Yao, Di Wu, Xiong Wang et al.*234 citations*
7. **[GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio](https://doi.org/10.21437/interspeech.2021-1965)**Guoguo Chen, Shuzhou Chai, Guanbo Wang et al.*229 citations*
8. **[Speech Resynthesis from Discrete Disentangled Self-Supervised Representations](https://doi.org/10.21437/interspeech.2021-475)**Adam Polyak, Yossi Adi, Jade Copet et al.*211 citations*
9. **[MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement](https://doi.org/10.21437/interspeech.2021-599)**Szu‐Wei Fu, Cheng Yu, Tsun-An Hsieh et al.*207 citations*
10. **[Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training](https://doi.org/10.21437/interspeech.2021-236)**Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski et al.*182 citations*
11. **[INTERSPEECH 2021 Deep Noise Suppression Challenge](https://doi.org/10.21437/interspeech.2021-1609)**Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida et al.*170 citations*
12. **[AISHELL-3: A Multi-Speaker Mandarin TTS Corpus](https://doi.org/10.21437/interspeech.2021-755)**Yao Shi, Hui Bu, Xin Xu et al.*160 citations*
13. **[Exploring wav2vec 2.0 on Speaker Verification and Language Identification](https://doi.org/10.21437/interspeech.2021-1280)**Zhiyun Fan, Meng Li, Shiyu Zhou et al.*154 citations*
14. **[Keyword Transformer: A Self-Attention Model for Keyword Spotting](https://doi.org/10.21437/interspeech.2021-1286)**Axel Berg, Mark O’Connor, Miguel Tairum Cruz*147 citations*
15. **[End-To-End Speaker Segmentation for Overlap-Aware Resegmentation](https://doi.org/10.21437/interspeech.2021-560)**Hervé Bredin, Antoine Laurent*141 citations*
16. **[Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge](https://doi.org/10.21437/interspeech.2021-1220)**Saturnino F. Luz, Fasih Haider, Sofia de la Fuente et al.*135 citations*
17. **[The Third DIHARD Diarization Challenge](https://doi.org/10.21437/interspeech.2021-1208)**Neville Ryant, Prachi Singh, Venkat Krishnamohan et al.*132 citations*
18. **[A Comparative Study on Recent Neural Spoofing Countermeasures for Synthetic Speech Detection](https://doi.org/10.21437/interspeech.2021-702)**Xin Wang, Junichi Yamagishi*128 citations*
19. **[VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion](https://doi.org/10.21437/interspeech.2021-283)**Disong Wang, Liqun Deng, Yu Ting Yeung et al.*118 citations*
20. **[Diff-TTS: A Denoising Diffusion Model for Text-to-Speech](https://doi.org/10.21437/interspeech.2021-469)**Myeonghun Jeong, Hyeongju Kim, Sung Jun Cheon et al.*116 citations*
21. **[SE-Conformer: Time-Domain Speech Enhancement Using Conformer](https://doi.org/10.21437/interspeech.2021-2207)**Eesung Kim, Hyeji Seo*116 citations*
22. **[Broadcasted Residual Learning for Efficient Keyword Spotting](https://doi.org/10.21437/interspeech.2021-383)**Byeonggeun Kim, Simyung Chang, Jinkyu Lee et al.*110 citations*
23. **[The Multilingual TEDx Corpus for Speech Recognition and Translation](https://doi.org/10.21437/interspeech.2021-11)**Elizabeth Salesky, Matthew Wiesner, Jacob Bremerman et al.*110 citations*
24. **[CoVoST 2 and Massively Multilingual Speech Translation](https://doi.org/10.21437/interspeech.2021-2027)**Changhan Wang, Anne Wu, Jiatao Gu et al.*109 citations*
25. **[UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation](https://doi.org/10.21437/interspeech.2021-1016)**Won Jang, Dan Lim, Jaesam Yoon et al.*109 citations*

[See all 963 papers in Interspeech 2021 — accepted papers →](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2021/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 Scale](https://md.research.elamur.ai/free/en/papers/babu-2021-xls-r-self-supervised-cross/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Arun Babu, Changhan Wang, Andros Tjandra, et al.*2021 · 801 citations*
2. **[speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment](https://md.research.elamur.ai/free/en/papers/zhang-2021-speechocean762-open-source-non-native/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Junbo Zhang, Zhiwen Zhang, Yongqing Wang, et al.*2021 · 90 citations*
3. **[Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASR](https://md.research.elamur.ai/free/en/papers/chowdhury-2021-towards-one-model-rule-all/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Shammur Absar Chowdhury, Amir Hussein, Ahmed Abdelali, et al.*2021 · 56 citations*
4. **[On the limit of English conversational speech recognition](https://md.research.elamur.ai/free/en/papers/tuske-2021-limit-english-conversational-speech-recognition/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Zoltan Tuske, George Saon, Brian Kingsbury*2021 · 49 citations*
5. **[Arabic Code-Switching Speech Recognition using Monolingual Data](https://md.research.elamur.ai/free/en/papers/ali-2021-arabic-code-switching-speech-recognition/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Ahmed Ali, Shammur Chowdhury, Amir Hussein, et al.*2021 · 27 citations*
6. **[A Context-Aware Hierarchical BERT Fusion Network for Multi-turn Dialog Act Detection](https://md.research.elamur.ai/free/en/papers/wu-2021-context-aware-hierarchical-bert-fusion/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Ting-Wei Wu, Ruolin Su, Biing-Hwang Juang*2021 · 19 citations*
7. **[Weakly-supervised word-level pronunciation error detection in non-native English speech](https://md.research.elamur.ai/free/en/papers/korzekwa-2021-weakly-supervised-word-level-pronunciation/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Daniel 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)](https://md.research.elamur.ai/free/en/topics/speech/) · [Multilingual & cross-lingual NLP (3)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [English (3)](https://md.research.elamur.ai/free/en/topics/english/) · [Dialogue systems (2)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Semitic languages (2)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/)

## Fields

[Arts and Humanities (7)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (7)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (2)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

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

[🧑‍🔬**Ahmed Ali**2 works here · 83 citations](https://md.research.elamur.ai/free/en/authors/ahmed-ali/) · [🧑‍🔬**Amir Hussein**2 works here · 83 citations](https://md.research.elamur.ai/free/en/authors/amir-hussein/) · [🧑‍🔬**Shammur Absar Chowdhury**2 works here · 83 citations](https://md.research.elamur.ai/free/en/authors/shammur-absar-chowdhury/) · [🧑‍🔬**Alexei Baevski**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/alexei-baevski/) · [🧑‍🔬**Alexis Conneau**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/alexis-conneau/) · [🧑‍🔬**Andros Tjandra**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/andros-tjandra/) · [🧑‍🔬**Arun Babu**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/arun-babu/) · [🧑‍🔬**Changhan Wang**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/changhan-wang/) · [🧑‍🔬**Juan Pino**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/juan-pino/) · [🧑‍🔬**Kushal Lakhotia**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/kushal-lakhotia/) · [🧑‍🔬**Naman Goyal**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/naman-goyal/) · [🧑‍🔬**Patrick von Platen**1 work here · 801 citations](https://md.research.elamur.ai/free/en/authors/patrick-von-platen/)

## Top institutions

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

[🎓**Georgia Institute of Technology** Atlanta · United States 1 work here](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏢**IBM** Armonk · United States 1 work here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Gdańsk University of Technology** Gdansk · Poland 1 work here](https://md.research.elamur.ai/free/en/universities/gdansk-university-of-technology/) · [🏢**Xiaomi** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/companies/xiaomi/)

works and citations from OpenAlex and our library.

- [← previous Interspeech 2020](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2020/)
- [next → Interspeech 2022](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2022/)
- [↑ back to Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)