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Interspeech 2022: all accepted papers

1,102 papers · page 3 of 12 · the most cited first · ← Interspeech 2022

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  1. Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain ↗Dejan Markovic, Alexandre Defossez, Alexander Richard14 citations
  2. MSDWild: Multi-modal Speaker Diarization Dataset in the Wild ↗Tao Liu, Shuai Fan, Xu Xiang et al.14 citations
  3. Online Speaker Diarization with Core Samples Selection ↗Yanyan Yue, Jun Du, Maokui He et al.14 citations
  4. Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech ↗Vishwanath Pratap Singh, Hardik B. Sailor, Supratik Bhattacharya et al.14 citations
  5. Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition ↗Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta et al.14 citations
  6. Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS ↗Yookyung Shin, Younggun Lee, Suhee Jo et al.14 citations
  7. Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation ↗Jian Luo, Jianzong Wang, Ning Cheng et al.14 citations
  8. Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding ↗Chao Wang, Zhonghao Li, Benlai Tang et al.14 citations
  9. Unified Source-Filter GAN with Harmonic-plus-Noise Source Excitation Generation ↗Reo Yoneyama, Yi-Chiao Wu, Tomoki Toda14 citations
  10. A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition ↗Ying Hu, Yuwu Tang, Hao Huang et al.13 citations
  11. Attacker Attribution of Audio Deepfakes ↗Nicolas Müller, Franziska Diekmann, Jennifer R. Williams13 citations
  12. Barlow Twins self-supervised learning for robust speaker recognition ↗Mohammad Mohammadamini, Driss Matrouf, Jean-François Bonastre et al.13 citations
  13. CTC Variations Through New WFST Topologies ↗Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg13 citations
  14. Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings ↗Xiaoyi Qin, Na Li, Weng Chao et al.13 citations
  15. Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition ↗Hai-tao Xu, Jie Zhang, Li-Rong Dai13 citations
  16. Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems ↗Saket Dingliwal, Ashish Shenoy, Sravan Bodapati et al.13 citations
  17. End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue ↗Kentaro Mitsui, Tianyu Zhao, Kei Braz Sawada et al.13 citations
  18. Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model ↗Tarun Gupta, Tuan Duc Truong, Tran The Anh et al.13 citations
  19. Generalized Keyword Spotting using ASR embeddings ↗R Kirandevraj, Vinod K Kurmi, Vinay P. Namboodiri et al.13 citations
  20. Generating gender-ambiguous voices for privacy-preserving speech recognition ↗Dimitrios Stoidis, Andrea Cavallaro13 citations
  21. Improving Spoken Language Understanding with Cross-Modal Contrastive Learning ↗Jingjing Dong, Jiayi Fu, Peng Zhou et al.13 citations
  22. Improving Target Sound Extraction with Timestamp Information ↗Helin Wang, Dongchao Yang, Chao Weng et al.13 citations
  23. Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism ↗Kun Wei, Pengcheng Guo, Ning Jiang13 citations
  24. Improving the Training Recipe for a Robust Conformer-based Hybrid Model ↗Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher et al.13 citations
  25. Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR ↗Yufei Liu, Rao Ma, Haihua Xu et al.13 citations
  26. Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition ↗Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee13 citations
  27. Multi-View Attention Transfer for Efficient Speech Enhancement ↗Woo-Seok Shin, Hyun Joon Park, Jin Sob Kim et al.13 citations
  28. Production federated keyword spotting via distillation, filtering, and joint federated-centralized training ↗Andrew Hard, Kurt Partridge, Neng Chen et al.13 citations
  29. SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation ↗Artem Ploujnikov, Mirco Ravanelli13 citations
  30. Towards Improved Zero-shot Voice Conversion with Conditional DSVAE ↗Jiachen Lian, Chunlei Zhang, Gopala K. Anumanchipalli et al.13 citations
  31. Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction ↗Zehai Tu, Ning Ma, Jon Barker13 citations
  32. A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems ↗Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko et al.12 citations
  33. Bayesian Transformer Using Disentangled Mask Attention ↗Jen‐Tzung Chien, Yuhan Huang12 citations
  34. BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus ↗Josh Meyer, David Ifeoluwa Adelani, Edresson Casanova et al.12 citations
  35. Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers ↗Farhad Javanmardi, Sudarsana Reddy Kadiri, Manila Kodali et al.12 citations
  36. Confidence Score Based Conformer Speaker Adaptation for Speech Recognition ↗Jiajun Deng, Xurong Xie, Tianzi Wang et al.12 citations
  37. Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ↗Ya-Hsin Chang, Yun-Nung Chen12 citations
  38. Decoupled Federated Learning for ASR with Non-IID Data ↗Han Zhu, Jindong Wang, Gaofeng Cheng et al.12 citations
  39. End-to-End Neural Speaker Diarization with an Iterative Refinement of Non-Autoregressive Attention-based Attractors ↗Magdalena Rybicka, Jesús Villalba, Najim Dehak et al.12 citations
  40. Glow-WaveGAN 2: High-quality Zero-shot Text-to-speech Synthesis and Any-to-any Voice Conversion ↗Yi Lei, Shan Yang, Jian Cong et al.12 citations
  41. Language Model-Based Emotion Prediction Methods for Emotional Speech Synthesis Systems ↗Hyun-Wook Yoon, Ohsung Kwon, Hoyeon Lee et al.12 citations
  42. MTI-Net: A Multi-Target Speech Intelligibility Prediction Model ↗Ryandhimas Edo Zezario, Szu‐Wei Fu, Fei Chen et al.12 citations
  43. Multi-Path GMM-MobileNet Based on Attack Algorithms and Codecs for Synthetic Speech and Deepfake Detection ↗Yan Wen, Zhenchun Lei, Yingen Yang et al.12 citations
  44. PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification ↗Hexin Liu, Leibny Paola Garcia, Andy W. H. Khong et al.12 citations
  45. PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network ↗Baiyun Liu, Qi Song, Mingxue Yang et al.12 citations
  46. Personalized Keyword Spotting through Multi-task Learning ↗Seung-Han Yang, Byeonggeun Kim, Inseop Chung et al.12 citations
  47. Radio2Speech: High Quality Speech Recovery from Radio Frequency Signals ↗Running Zhao, Jiangtao Yu, Tingle Li et al.12 citations
  48. Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization ↗Evelina Bakhturina, Yang Zhang, Boris Ginsburg12 citations
  49. Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training ↗Chengyi Wang, Yiming Wang, Yu Wu et al.12 citations
  50. TB or not TB? Acoustic cough analysis for tuberculosis classification ↗Geoffrey Frost, Grant Theron, Thomas Niesler12 citations
  51. TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network ↗Yuansheng Guan, Guochen Yu, Andong Li et al.12 citations
  52. Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription ↗Xianrui Zheng, Chao Zhang, Philip C. Woodland12 citations
  53. Wav2Vec-Aug: Improved self-supervised training with limited data ↗Anuroop Sriram, Michael Auli, Alexei Baevski12 citations
  54. Wav2vec behind the Scenes: How end2end Models learn Phonetics ↗Teena tom Dieck, Paula Andrea Pérez-Toro, Tomas Arias et al.12 citations
  55. reducing multilingual context confusion for end-to-end code-switching automatic speech recognition ↗Shuai Zhang, Jiangyan Yi, Zhengkun Tian et al.12 citations
  56. A Multi-grained based Attention Network for Semi-supervised Sound Event Detection ↗Ying Hu, Xiujuan Zhu, Yunlong Li et al.11 citations
  57. A Subnetwork Approach for Spoofing Aware Speaker Verification ↗Alexander Alenin, Nikita Torgashov, Anton Okhotnikov et al.11 citations
  58. Acoustic-to-articulatory Speech Inversion with Multi-task Learning ↗Yashish M. Siriwardena, Ganesh Sivaraman, Carol Espy-Wilson11 citations
  59. Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions ↗Xiaoxiao Miao, Xin Wang, Erica Cooper et al.11 citations
  60. Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification ↗Yifei Xin, Dongchao Yang, Yuexian Zou11 citations
  61. Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis ↗Hengshun Zhou, Jun Du, Gongzhen Zou et al.11 citations
  62. CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer ↗Zhanheng Yang, Sining Sun, Jin Li et al.11 citations
  63. Cross-Layer Similarity Knowledge Distillation for Speech Enhancement ↗Jiaming Cheng, Ruiyu Liang, Yue Xie et al.11 citations
  64. DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances ↗Sreyan Ghosh, Samden Lepcha, S Sakshi et al.11 citations
  65. Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study ↗Ayimnisagul Ablimit, Karen Scholz, Tanja Schultz11 citations
  66. Distilling a Pretrained Language Model to a Multilingual ASR Model ↗Kwanghee Choi, Hyung‐Min Park11 citations
  67. End-To-End Label Uncertainty Modeling for Speech-based Arousal Recognition Using Bayesian Neural Networks ↗Navin Raj Prabhu, Guillaume Carbajal, Nale Lehmann‐Willenbrock et al.11 citations
  68. End-to-End Binaural Speech Synthesis ↗Wen‐Chin Huang, Dejan Markovic, Alexander Richard et al.11 citations
  69. End-to-end Speech-to-Punctuated-Text Recognition ↗Jumon Nozaki, Tatsuya Kawahara, Kenkichi Ishizuka et al.11 citations
  70. Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners ↗Zehai Tu, Ning Ma, Jon Barker11 citations
  71. Federated Pruning: Improving Neural Network Efficiency with Federated Learning ↗Rongmei Lin, Yonghui Xiao, Tien-Ju Yang et al.11 citations
  72. Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model ↗Jennifer Drexler, Natalie Delworth11 citations
  73. K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables ↗Jounghee Kim, Pilsung Kang11 citations
  74. Learning neural audio features without supervision ↗Sarthak Yadav, Neil Zeghidour11 citations
  75. Local Context-aware Self-attention for Continuous Sign Language Recognition ↗Ronglai Zuo, Brian Kan-Wing Mak11 citations
  76. M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation ↗Jinming Zhao, Hao Yang, Gholamreza Haffari et al.11 citations
  77. Multiple Enhancements to LSTM for Learning Emotion-Salient Features in Speech Emotion Recognition ↗Desheng Hu, Xinhui Hu, Xinkang Xu11 citations
  78. Non-contrastive self-supervised learning of utterance-level speech representations ↗Jaejin Cho, Raghavendra Reddy Pappagari, Piotr Żelasko et al.11 citations
  79. Online Continual Learning of End-to-End Speech Recognition Models ↗Muqiao Yang, Ian Richard Lane, Shinji Watanabe11 citations
  80. Overlapped speech and gender detection with WavLM pre-trained features ↗Martin Lebourdais, Marie Tahon, Antoine Laurent et al.11 citations
  81. SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System ↗Zhongwei Teng, Quchen Fu, Jules White et al.11 citations
  82. Simple and Effective Unsupervised Speech Synthesis ↗Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu et al.11 citations
  83. Spectro-Temporal SubNet for Real-Time Monaural Speech Denoising and Dereverberation ↗Feifei Xiong, Weiguang Chen, Pengyu Wang et al.11 citations
  84. Speech Pre-training with Acoustic Piece ↗Shuo Ren, Shujie Liu, Yu Wu et al.11 citations
  85. TALCS: An open-source Mandarin-English code-switching corpus and a speech recognition baseline ↗Chengfei Li, Shuhao Deng, Yao-Ping Wang et al.11 citations
  86. Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis ↗Shun Lei, Yixuan Zhou, Liyang Chen et al.11 citations
  87. Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks ↗Lev Finkelstein, Heiga Zen, Norman Casagrande et al.11 citations
  88. Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping ↗Jenthe Thienpondt, Kris Demuynck11 citations
  89. Unsupervised Data Selection via Discrete Speech Representation for ASR ↗Zhiyun Lu, Yongqiang Wang, Yu Zhang et al.11 citations
  90. Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR ↗Han Zhu, Li Wang, Gaofeng Cheng et al.11 citations
  91. kidsTALC: A Corpus of 3- to 11-year-old German Children’s Connected Natural Speech ↗Lars Rumberg, Christopher Gebauer, Hanna Ehlert et al.11 citations
  92. A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings ↗Fan Yu, Zhihao Du, Shiliang Zhang et al.10 citations
  93. A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement ↗Or Tal, Moshe Mandel, Felix Kreuk et al.10 citations
  94. A Transfer and Multi-Task Learning based Approach for MOS Prediction ↗Xiaohai Tian, Kaiqi Fu, Shaojun Gao et al.10 citations
  95. A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes ↗Shaojin Ding, Weiran Wang, Ding Xuan Zhao et al.10 citations
  96. A Unified System for Voice Cloning and Voice Conversion through Diffusion Probabilistic Modeling ↗Tasnima Sadekova, Vladimir Gogoryan, Ivan Vovk et al.10 citations
  97. AVATAR: Unconstrained Audiovisual Speech Recognition ↗Valentin Gabeur, Paul Hongsuck Seo, Arsha Nagrani et al.10 citations
  98. Active Few-Shot Learning for Sound Event Detection ↗Yu Wang, Mark Cartwright, Juan Pablo Bello10 citations
  99. Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition ↗Einari Vaaras, Manu Airaksinen, Okko Johannes Räsänen10 citations
  100. Audio Anti-spoofing Using Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning ↗John H. L. Hansen, Zhenyu Wang10 citations

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