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Interspeech 2022: all accepted papers

1,102 papers · page 1 of 12 · the most cited first · ← Interspeech 2022

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  1. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleArun Babu, Changhan Wang, Andros Tjandra et al.553 citations · our summary
  2. UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 ↗Takaaki Saeki, Detai Xin, Wataru Nakata et al.244 citations
  3. Does Audio Deepfake Detection Generalize? ↗Nicolas Müller, Pavel Czempin, Franziska Diekmann et al.243 citations
  4. Efficient Training of Audio Transformers with Patchout ↗Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh et al.225 citations
  5. MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification ↗Yang Zhang, Zhiqiang Lv, Haibin Wu et al.132 citations
  6. CMGAN: Conformer-based Metric GAN for Speech Enhancement ↗Ruizhe Cao, Sherif Abdulatif, Bin Yang118 citations
  7. Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition ↗Zhifu Gao, Shiliang Zhang, Ian Vince McLoughlin et al.116 citations
  8. Robust Self-Supervised Audio-Visual Speech Recognition ↗Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed102 citations
  9. WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit ↗Binbin Zhang, Di Wu, Zhendong Peng et al.101 citations
  10. Pushing the limits of raw waveform speaker recognition ↗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 ↗Simon Welker, Julius Richter, Timo Gerkmann94 citations
  12. MAE-AST: Masked Autoencoding Audio Spectrogram Transformer ↗Alan Baade, Puyuan Peng, David F. Harwath87 citations
  13. Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection ↗Hyeonuk Nam, Seong-Hu Kim, Byeong-Yun Ko et al.84 citations
  14. The VoiceMOS Challenge 2022 ↗Wen-Chin Huang, Erica Cooper, Yu Tsao et al.81 citations
  15. MAESTRO: Matched Speech Text Representations through Modality Matching ↗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 ↗Yu Wang, Xinsheng Wang, Pengcheng Zhu et al.72 citations
  17. How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR ↗Kazuma Iwamoto, Tsubasa Ochiai, Marc Delcroix et al.69 citations
  18. SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech ↗Weidong Chen, Xiaofen Xing, Xiangmin Xu et al.68 citations
  19. Separate What You Describe: Language-Queried Audio Source Separation ↗Xubo Liu, Haohe Liu, Qiuqiang Kong et al.66 citations
  20. Simple and Effective Zero-shot Cross-lingual Phoneme Recognition ↗Qiantong Xu, Alexei Baevski, Michael Auli64 citations
  21. BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese ↗Nguyen Luong Tran, Duong Le, Dat Quoc Nguyen61 citations
  22. Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition ↗Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth et al.56 citations
  23. Streaming Multi-Talker ASR with Token-Level Serialized Output Training ↗Naoyuki Kanda, Jian Wu, Yu Wu et al.56 citations
  24. SASV 2022: The First Spoofing-Aware Speaker Verification Challenge ↗Jee-weon Jung, Hemlata Tak, Hye-jin Shim et al.55 citations
  25. VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration ↗Haohe Liu, Xubo Liu, Qiuqiang Kong et al.53 citations
  26. End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation ↗Xuankai Chang, Takashi Maekaku, Yuya Fujita et al.52 citations
  27. NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates ↗Seungu Han, Junhyeok Lee52 citations
  28. Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 ↗Sebastian Peter Bayerl, Dominik Wagner, Elmar Noeth et al.50 citations
  29. Neural Vocoder is All You Need for Speech Super-resolution ↗Haohe Liu, Woosung Choi, Xubo Liu et al.49 citations
  30. ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications ↗Gaoxiong Yi, Wei Xiao, Yiming Xiao et al.47 citations
  31. Pruned RNN-T for fast, memory-efficient ASR training ↗Fangjun Kuang, Liyong Guo, Wei Kang et al.47 citations
  32. Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning ↗Eesung Kim, Jae-Jin Jeon, Hyeji Seo et al.43 citations
  33. Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation ↗Sravya Popuri, Peng‐Jen Chen, Changhan Wang et al.43 citations
  34. JETS: Jointly Training FastSpeech2 and HiFi-GAN for End to End Text to Speech ↗Dan Lim, Sung‐Hee Jung, Eesung Kim43 citations
  35. Voice Activity Projection: Self-supervised Learning of Turn-taking Events ↗Erik Ekstedt, Gabriel Skantze43 citations
  36. AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios ↗Yi-Han Wu, Xu Tan, Bohan Li et al.42 citations
  37. On Metric Learning for Audio-Text Cross-Modal Retrieval ↗Xinhao Mei, Xubo Liu, Jianyuan Sun et al.42 citations
  38. Boosting Self-Supervised Embeddings for Speech Enhancement ↗Kuo-Hsuan Hung, Szu‐Wei Fu, Huan-Hsin Tseng et al.41 citations
  39. TRILLsson: Distilled Universal Paralinguistic Speech Representations ↗Joel Shor, Subhashini Venugopalan41 citations
  40. VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature ↗Chenpeng Du, Yiwei Guo, Xie Chen et al.41 citations
  41. INTERSPEECH 2022 Audio Deep Packet Loss Concealment Challenge ↗Lorenz Diener, Sten Sootla, Solomiya Branets et al.40 citations
  42. LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT ↗Rui Wang, Qibing Bai, Junyi Ao et al.40 citations
  43. SepTr: Separable Transformer for Audio Spectrogram Processing ↗Nicolaea Catalin Ristea, Radu Tudor Ionescu, Fahad Shahbaz Khan40 citations
  44. Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset ↗Zehui Yang, Yifan Chen, Lei Luo et al.39 citations
  45. From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization ↗Federico Landini, Alicia Lozano-Díez, Mireia Díez et al.38 citations
  46. KSC2: An Industrial-Scale Open-Source Kazakh Speech Corpus ↗Saida Mussakhojayeva, Yerbolat Khassanov, Hüseyin Atakan Varol37 citations
  47. Mitigating bias against non-native accents ↗Yuanyuan Zhang, Yixuan Zhang, Bence Mark Halpern et al.37 citations
  48. Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition ↗Lester Phillip Violeta, Wen Chin Huang, Tomoki Toda36 citations
  49. SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping ↗Yuma Koizumi, Heiga Zen, Kohei Yatabe et al.36 citations
  50. User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning ↗Tiantian Feng, Raghuveer Peri, Shrikanth Shri Narayanan36 citations
  51. Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition ↗Zihan Zhao, Yanfeng Wang, Yu Wang35 citations
  52. Speaker adaptation for Wav2vec2 based dysarthric ASR ↗Murali Karthick Baskar, Tim Herzig, Diana Nguyen et al.35 citations
  53. Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video ↗Dmitriy Serdyuk, Otavio Braga, Olivier Siohan35 citations
  54. Word Discovery in Visually Grounded, Self-Supervised Speech Models ↗Puyuan Peng, David F. Harwath35 citations
  55. An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks ↗Kai-Wei Chang, Wei-Cheng Tseng, Shang-Wen Li et al.33 citations
  56. Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion ↗Zongyang Du, Berrak Şişman, Kun Zhou et al.33 citations
  57. Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition ↗Shaojin Ding, Rajeev Vijay Rikhye, Qiao Liang et al.33 citations
  58. Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting ↗Hyeon-Kyeong Shin, Hye-Won Han, Doyeon Kim et al.32 citations
  59. SHAS: Approaching optimal Segmentation for End-to-End Speech Translation ↗Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa et al.32 citations
  60. Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction ↗Bing Han, Zhengyang Chen, Yanmin Qian32 citations
  61. Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? ↗Sanyuan Chen, Yu Wu, Chengyi Wang et al.32 citations
  62. Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection ↗Piotr Kawa, Marcin Plata, Piotr Syga31 citations
  63. Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation ↗Manthan Thakker, Şefik Emre Eskimez, Takuya Yoshioka et al.31 citations
  64. EdiTTS: Score-based Editing for Controllable Text-to-Speech ↗Jaesung Tae, Hyeongju Kim, Taesu Kim30 citations
  65. Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion ↗SiCheng Yang, Methawee Tantrawenith, Haolin Zhuang et al.30 citations
  66. FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models ↗Yeonghyeon Lee, Kangwook Jang, Jahyun Goo et al.29 citations
  67. ByT5 model for massively multilingual grapheme-to-phoneme conversion ↗Jian Ying Zhu, Cong Zhang, David Jurgens28 citations
  68. Fusion of Self-supervised Learned Models for MOS Prediction ↗Zhengdong Yang, Wangjin Zhou, Chenhui Chu et al.28 citations
  69. Multi-scale Speaker Diarization with Dynamic Scale Weighting ↗Tae‐Jin Park, Nithin Rao Koluguri, Jagadeesh Balam et al.28 citations
  70. ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding ↗Yen‐Ju Lu, Xuankai Chang, Chenda Li et al.27 citations
  71. Perceptual Contrast Stretching on Target Feature for Speech Enhancement ↗Rong Chao, Cheng Yu, Szu‐Wei Fu et al.27 citations
  72. Probing speech emotion recognition transformers for linguistic knowledge ↗Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf et al.27 citations
  73. SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis ↗Georgia Maniati, Alexandra Vioni, Nikolaos Ellinas et al.27 citations
  74. SepIt: Approaching a Single Channel Speech Separation Bound ↗Shahar Lutati, Eliya Nachmani, Lior Wolf27 citations
  75. Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus ↗Minchan Kim, Myeonghun Jeong, Byoung Jin Choi et al.27 citations
  76. ATST: Audio Representation Learning with Teacher-Student Transformer ↗Xian LI, Xiaofei Li26 citations
  77. Text-Driven Separation of Arbitrary Sounds ↗Kevin Kilgour, Beat Gfeller, Qingqing Huang et al.26 citations
  78. Visual Context-driven Audio Feature Enhancement for Robust End-to-End Audio-Visual Speech Recognition ↗Joanna H. Hong, Minsu Kim, Daehun Yoo et al.26 citations
  79. wav2vec2-based Speech Rating System for Children with Speech Sound Disorder ↗Yaroslav Getman, Ragheb Al-Ghezi, Katja Voskoboinik et al.26 citations
  80. 4-bit Conformer with Native Quantization Aware Training for Speech Recognition ↗Shaojin Ding, Phoenix Meadowlark‎, Yanzhang He et al.25 citations
  81. Are reported accuracies in the clinical speech machine learning literature overoptimistic? ↗Visar Berisha, Chelsea Krantsevich, Gabriela Stegmann et al.25 citations
  82. DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR ↗Ruchao Fan, Abeer A. Alwan25 citations
  83. Language-specific Characteristic Assistance for Code-switching Speech Recognition ↗Tongtong Song, Qiang Xu, Meng Ge et al.25 citations
  84. QDPN - Quasi-dual-path Network for single-channel Speech Separation ↗Joel Rixen, Matthias Renz25 citations
  85. Speech Quality Assessment through MOS using Non-Matching References ↗Pranay Manocha, Anurag Kumar25 citations
  86. The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction ↗Jon Barker, Michael A. Akeroyd, Trevor J. Cox et al.25 citations
  87. Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition ↗Junrui Ni, Liming Wang, Heting Gao et al.25 citations
  88. VocaLiST: An Audio-Visual Synchronisation Model for Lips and Voices ↗Venkatesh Shenoy Kadandale, Juan Felipe Montesinos, Gloria Haro25 citations
  89. Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings ↗Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez et al.24 citations
  90. Distance-Based Sound Separation ↗Katharine Patterson, Kirk Wilson, Scott Wisdom et al.24 citations
  91. Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification ↗Byeonggeun Kim, Seung-Han Yang, Jangho Kim et al.24 citations
  92. Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation ↗Samuel Hollands, Daniel J. Blackburn, Heidi Christensen24 citations
  93. Pseudo Label Is Better Than Human Label ↗Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo et al.24 citations
  94. Speaker Anonymization with Phonetic Intermediate Representations ↗Sarina Meyer, Florian Lux, Pavel Denisov et al.24 citations
  95. Training and typological bias in ASR performance for world Englishes ↗May Pik Yu Chan, June Choe, Aini Li et al.24 citations
  96. A Step Towards Preserving Speakers’ Identity While Detecting Depression Via Speaker Disentanglement ↗Vijay Ravi, Jinhan Wang, Jonathan Flint et al.23 citations
  97. Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck ↗Youngsik Eom, Yeonghyeon Lee, Ji Sub Um et al.23 citations
  98. Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis ↗Hang Chen, Jun Du, Yusheng Dai et al.23 citations
  99. Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis ↗Yi Chang, Zhao Ren, Quoc Viet Hung Nguyen et al.23 citations
  100. Extended U-Net for Speaker Verification in Noisy Environments ↗Ju-ho Kim, Jungwoo Heo, Hye-jin Shim et al.23 citations

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