---
title: "Interspeech 2022 — accepted papers — Elamur Research"
description: "Interspeech 2022 — accepted papers: 4 papers in the Elamur Research library, with our summaries, ranked by citations."
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# Interspeech 2022 — accepted papers

Interspeech 2022 is the 2022 edition of the Interspeech. OpenAlex lists 1,102 papers of it; our library holds 4 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**1,102** papers in the proceedings](#all) · [**4** works in our library](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2022/#works) · [**19** citations of these works](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2022/#works)

## Most cited papers

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

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/)**Arun Babu, Changhan Wang, Andros Tjandra et al.*553 citations · our summary*
2. **[UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 ↗](https://doi.org/10.21437/interspeech.2022-439)**Takaaki Saeki, Detai Xin, Wataru Nakata et al.*244 citations*
3. **[Does Audio Deepfake Detection Generalize? ↗](https://doi.org/10.21437/interspeech.2022-108)**Nicolas Müller, Pavel Czempin, Franziska Diekmann et al.*243 citations*
4. **[Efficient Training of Audio Transformers with Patchout ↗](https://doi.org/10.21437/interspeech.2022-227)**Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh et al.*225 citations*
5. **[MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification ↗](https://doi.org/10.21437/interspeech.2022-563)**Yang Zhang, Zhiqiang Lv, Haibin Wu et al.*132 citations*
6. **[CMGAN: Conformer-based Metric GAN for Speech Enhancement ↗](https://doi.org/10.21437/interspeech.2022-517)**Ruizhe Cao, Sherif Abdulatif, Bin Yang*118 citations*
7. **[Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition ↗](https://doi.org/10.21437/interspeech.2022-9996)**Zhifu Gao, Shiliang Zhang, Ian Vince McLoughlin et al.*116 citations*
8. **[Robust Self-Supervised Audio-Visual Speech Recognition ↗](https://doi.org/10.21437/interspeech.2022-99)**Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed*102 citations*
9. **[WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit ↗](https://doi.org/10.21437/interspeech.2022-483)**Binbin Zhang, Di Wu, Zhendong Peng et al.*101 citations*
10. **[Pushing the limits of raw waveform speaker recognition ↗](https://doi.org/10.21437/interspeech.2022-126)**Jee-weon Jung, Youjin Kim, Hee-Soo Heo et al.*95 citations*

## All accepted papers (1,102)

The most cited first; 4 with our summary link to their page here, the others to the original.

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/)**Arun Babu, Changhan Wang, Andros Tjandra et al.*553 citations · our summary*
2. **[UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 ↗](https://doi.org/10.21437/interspeech.2022-439)**Takaaki Saeki, Detai Xin, Wataru Nakata et al.*244 citations*
3. **[Does Audio Deepfake Detection Generalize? ↗](https://doi.org/10.21437/interspeech.2022-108)**Nicolas Müller, Pavel Czempin, Franziska Diekmann et al.*243 citations*
4. **[Efficient Training of Audio Transformers with Patchout ↗](https://doi.org/10.21437/interspeech.2022-227)**Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh et al.*225 citations*
5. **[MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification ↗](https://doi.org/10.21437/interspeech.2022-563)**Yang Zhang, Zhiqiang Lv, Haibin Wu et al.*132 citations*
6. **[CMGAN: Conformer-based Metric GAN for Speech Enhancement ↗](https://doi.org/10.21437/interspeech.2022-517)**Ruizhe Cao, Sherif Abdulatif, Bin Yang*118 citations*
7. **[Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition ↗](https://doi.org/10.21437/interspeech.2022-9996)**Zhifu Gao, Shiliang Zhang, Ian Vince McLoughlin et al.*116 citations*
8. **[Robust Self-Supervised Audio-Visual Speech Recognition ↗](https://doi.org/10.21437/interspeech.2022-99)**Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed*102 citations*
9. **[WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit ↗](https://doi.org/10.21437/interspeech.2022-483)**Binbin Zhang, Di Wu, Zhendong Peng et al.*101 citations*
10. **[Pushing the limits of raw waveform speaker recognition ↗](https://doi.org/10.21437/interspeech.2022-126)**Jee-weon Jung, Youjin Kim, Hee-Soo Heo et al.*95 citations*
11. **[Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain ↗](https://doi.org/10.21437/interspeech.2022-10653)**Simon Welker, Julius Richter, Timo Gerkmann*94 citations*
12. **[MAE-AST: Masked Autoencoding Audio Spectrogram Transformer ↗](https://doi.org/10.21437/interspeech.2022-10961)**Alan Baade, Puyuan Peng, David F. Harwath*87 citations*
13. **[Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection ↗](https://doi.org/10.21437/interspeech.2022-10127)**Hyeonuk Nam, Seong-Hu Kim, Byeong-Yun Ko et al.*84 citations*
14. **[The VoiceMOS Challenge 2022 ↗](https://doi.org/10.21437/interspeech.2022-970)**Wen-Chin Huang, Erica Cooper, Yu Tsao et al.*81 citations*
15. **[MAESTRO: Matched Speech Text Representations through Modality Matching ↗](https://doi.org/10.21437/interspeech.2022-10937)**Zhehuai Chen, Yu Zhang, Andrew Rosenberg et al.*74 citations*
16. **[Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis ↗](https://doi.org/10.21437/interspeech.2022-48)**Yu Wang, Xinsheng Wang, Pengcheng Zhu et al.*72 citations*
17. **[How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR ↗](https://doi.org/10.21437/interspeech.2022-318)**Kazuma Iwamoto, Tsubasa Ochiai, Marc Delcroix et al.*69 citations*
18. **[SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech ↗](https://doi.org/10.21437/interspeech.2022-74)**Weidong Chen, Xiaofen Xing, Xiangmin Xu et al.*68 citations*
19. **[Separate What You Describe: Language-Queried Audio Source Separation ↗](https://doi.org/10.21437/interspeech.2022-10894)**Xubo Liu, Haohe Liu, Qiuqiang Kong et al.*66 citations*
20. **[Simple and Effective Zero-shot Cross-lingual Phoneme Recognition ↗](https://doi.org/10.21437/interspeech.2022-60)**Qiantong Xu, Alexei Baevski, Michael Auli*64 citations*
21. **[BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese ↗](https://doi.org/10.21437/interspeech.2022-10177)**Nguyen Luong Tran, Duong Le, Dat Quoc Nguyen*61 citations*
22. **[Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition ↗](https://doi.org/10.21437/interspeech.2022-10674)**Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth et al.*56 citations*
23. **[Streaming Multi-Talker ASR with Token-Level Serialized Output Training ↗](https://doi.org/10.21437/interspeech.2022-7)**Naoyuki Kanda, Jian Wu, Yu Wu et al.*56 citations*
24. **[SASV 2022: The First Spoofing-Aware Speaker Verification Challenge ↗](https://doi.org/10.21437/interspeech.2022-11270)**Jee-weon Jung, Hemlata Tak, Hye-jin Shim et al.*55 citations*
25. **[VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration ↗](https://doi.org/10.21437/interspeech.2022-11026)**Haohe Liu, Xubo Liu, Qiuqiang Kong et al.*53 citations*

[See all 1,102 papers in Interspeech 2022 — accepted papers →](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2022/papers/)

## Papers with our summary in our library (4)

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

1. [**BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model**Brooke Stephenson, Laurent Besacier, Laurent Girin, et al.*2022 · 9 citations*](https://md.research.elamur.ai/free/en/papers/stephenson-2022-bert-he-predict-contrastive-focus/)
2. [**Automatic Dialect Density Estimation for African American English**Alexander Johnson, Kevin Everson, Vijay Ravi, et al.*2022 · 8 citations*](https://md.research.elamur.ai/free/en/papers/johnson-2022-automatic-dialect-density-estimation-african/)
3. **[An Investigation of Indian Native Language Phonemic Influences on L2 English Pronunciations](https://md.research.elamur.ai/free/en/papers/jain-2022-investigation-indian-native-language-phonemic/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Shelly Jain, Priyanshi Pal, Anil Vuppala, et al.*2022 · 1 citation*
4. **[Representing 'how you say' with 'what you say': English corpus of focused speech and text reflecting corresponding implications](https://md.research.elamur.ai/free/en/papers/suzuki-2022-representing-say-say-english-corpus/) [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)**Naoaki Suzuki, Satoshi Nakamura*2022 · 1 citation*

## Top topics

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

[English (4)](https://md.research.elamur.ai/free/en/topics/english/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/)

## Fields

[Arts and Humanities (4)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (3)](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.

[🧑‍🔬**Laurent Besacier**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/laurent-besacier/) · [🧑‍🔬**Alexander Johnson**1 work here · 8 citations](https://md.research.elamur.ai/free/en/authors/alexander-johnson/) · [🧑‍🔬**Mari Ostendorf**1 work here · 8 citations](https://md.research.elamur.ai/free/en/authors/mari-ostendorf/) · [🧑‍🔬**Anil Vuppala**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/anil-vuppala/) · [🧑‍🔬**Chiranjeevi Yarra**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/chiranjeevi-yarra/) · [🧑‍🔬**Prasanta Ghosh**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/prasanta-ghosh/) · [🧑‍🔬**Priyanshi Pal**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/priyanshi-pal/) · [🧑‍🔬**Satoshi Nakamura**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/satoshi-nakamura/) · [🧑‍🔬**Shelly Jain**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/shelly-jain/)

## Top institutions

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

[🎓**University of California, Los Angeles** Los Angeles · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**University of Washington** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**Nara Institute of Science and Technology** Ikoma · Japan 1 work here](https://md.research.elamur.ai/free/en/universities/nara-institute-of-science-and-technology/)

works and citations from OpenAlex and our library.

- [← previous Interspeech 2021](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2021/)
- [next → Interspeech 2023](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2023/)
- [↑ back to Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/)