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Interspeech 2022: all accepted papers

1,102 papers · page 2 of 12 · the most cited first · ← Interspeech 2022

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  1. Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model ↗Jean-Marc Valin, Ahmed Mustafa, Christopher Montgomery et al.23 citations
  2. Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches ↗Zifeng Zhao, Dongchao Yang, Rongzhi Gu et al.23 citations
  3. WavThruVec: Latent speech representation as intermediate features for neural speech synthesis ↗Hubert Siuzdak, Piotr Dura, Pol van Rijn et al.23 citations
  4. Classification of Accented English Using CNN Model Trained on Amplitude Mel-Spectrograms ↗Mariia Lesnichaia, Veranika Mikhailava, Natalia Bogach et al.22 citations
  5. Daft-Exprt: Cross-Speaker Prosody Transfer on Any Text for Expressive Speech Synthesis ↗Julian Zaïdi, Hugo Seuté, Benjamin van Niekerk et al.22 citations
  6. Deep Speech Synthesis from Articulatory Representations ↗Peter Wu, Shinji Watanabe, Louis M. Goldstein et al.22 citations
  7. Heterogeneous Target Speech Separation ↗Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian et al.22 citations
  8. Large-Scale Streaming End-to-End Speech Translation with Neural Transducers ↗Jian Xue, Peidong Wang, Jinyu Li et al.22 citations
  9. Listen only to me! How well can target speech extraction handle false alarms? ↗Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai et al.22 citations
  10. Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech ↗Guangyan Zhang, Kaitao Song, Xu Tan et al.22 citations
  11. Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning ↗Mufan Sang, John H. L. Hansen22 citations
  12. Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification ↗Chao Zhang, Bo Li, Tara N. Sainath et al.22 citations
  13. ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition ↗Zi Helen Huang, Shulei Ji, Zhilan Hu et al.21 citations
  14. Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output ↗Hangting Chen, Yi Yang, Dang Feng et al.21 citations
  15. Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis ↗Yixuan Zhou, Changhe Song, Xiang Li et al.21 citations
  16. DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design ↗Bei Liu, Zhengyang Chen, Shuai Wang et al.21 citations
  17. E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR ↗Wei‐Chin Huang, Shuo-Yiin Chang, David Rybach et al.21 citations
  18. Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes ↗Danilo de Oliveira, Tal Peer, Timo Gerkmann21 citations
  19. Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation ↗Chitralekha Ganapati Bhat, Ashish Panda, Helmer Strik21 citations
  20. Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? ↗Qiongqiong Wang, Kong Aik Lee, Tianchi Liu21 citations
  21. Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling ↗Tiantian Feng, Shrikanth Shri Narayanan21 citations
  22. The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition ↗Luke Prananta, Bence Mark Halpern, Siyuan Feng et al.21 citations
  23. Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models ↗Alon Levkovitch, Eliya Nachmani, Lior Wolf21 citations
  24. Conformer Based Elderly Speech Recognition System for Alzheimer’s Disease Detection ↗Tianzi Wang, Jiajun Deng, Mengzhe Geng et al.20 citations
  25. Data Augmentation for Dementia Detection in Spoken Language. ↗Dominika C Woszczyk, Anna Hedlikova, Alican Akman et al.20 citations
  26. Exploring linguistic feature and model combination for speech recognition based automatic AD detection ↗Yi Wang, Tianzi Wang, Zi Ye et al.20 citations
  27. LAE: Language-Aware Encoder for Monolingual and Multilingual ASR ↗Jinchuan Tian, Jianwei Yu, Chunlei Zhang et al.20 citations
  28. Speech Enhancement with Fullband-Subband Cross-Attention Network ↗Jun Chen, Wei Rao, Zilin Wang et al.20 citations
  29. SpeechPainter: Text-conditioned Speech Inpainting ↗Zalán Borsos, Matthew Sharifi, Marco Tagliasacchi20 citations
  30. DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores ↗Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee19 citations
  31. DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering ↗Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung et al.19 citations
  32. ECAPA-TDNN Based Depression Detection from Clinical Speech ↗Dong Wang, Yanhui Ding, Qing Zhao et al.19 citations
  33. Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation ↗Kuan Po Huang, Yu-Kuan Fu, Yu Zhang et al.19 citations
  34. InQSS: a speech intelligibility and quality assessment model using a multi-task learning network ↗Yu-Wen Chen, Yu Tsao19 citations
  35. Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition ↗Zhong Meng, Yashesh Gaur, Naoyuki Kanda et al.19 citations
  36. A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction ↗Zexu Pan, Meng Ge, Haizhou Li18 citations
  37. A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification ↗Arshdeep Singh, Mark D. Plumbley18 citations
  38. Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation ↗Ryo Terashima, Ryuichi Yamamoto, Eunwoo Song et al.18 citations
  39. Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models ↗Takanori Ashihara, Takafumi Moriya, Kohei Matsuura et al.18 citations
  40. DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders ↗Yanqing Liu, Ruiqing Xue, Lei He et al.18 citations
  41. Dysarthric Speech Recognition From Raw Waveform with Parametric CNNs ↗Zhengjun Yue, Erfan Loweimi, Heidi Christensen et al.18 citations
  42. Extending GCC-PHAT using Shift Equivariant Neural Networks ↗Axel Berg, Mark O'Connor, Kalle Åström et al.18 citations
  43. FFC-SE: Fast Fourier Convolution for Speech Enhancement ↗Ivan Shchekotov, Pavel K. Andreev, Oleg Ivanov et al.18 citations
  44. Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition ↗A Arunkumar, Vrunda Nileshkumar Sukhadia, Srinivasan Umesh18 citations
  45. MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids ↗Ryandhimas Edo Zezario, Fei Chen, Chiou‐Shann Fuh et al.18 citations
  46. Muskits: an End-to-end Music Processing Toolkit for Singing Voice Synthesis ↗Jiatong Shi, Shuai Guo, Tao Qian et al.18 citations
  47. Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings ↗Naoyuki Kanda, Jian Wu, Yu Wu et al.18 citations
  48. TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor’s Approximation Theory ↗Andong Li, Guochen Yu, Chengshi Zheng et al.18 citations
  49. Turn-Taking Prediction for Natural Conversational Speech ↗Shuo-Yiin Chang, Bo Li, Tara N. Sainath et al.18 citations
  50. Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition ↗Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli et al.18 citations
  51. Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation ↗Dan Berrebbi, Jiatong Shi, Brian Yan et al.17 citations
  52. Context-aware Multimodal Fusion for Emotion Recognition ↗Jinchao Li, Shuai Wang, Yang Chao et al.17 citations
  53. End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment ↗Nan Li, Xiguang Zheng, Chen Zhang et al.17 citations
  54. End-to-End Spontaneous Speech Recognition Using Disfluency Labeling ↗Koharu Horii, Meiko Fukuda, Kengo Ohta et al.17 citations
  55. Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning ↗Chen Chen, Nana Hou, Yu‐Chen Hu et al.17 citations
  56. Multichannel Speech Separation with Narrow-band Conformer ↗Changsheng Quan, Xiaofei Li17 citations
  57. PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech Enhancement ↗Xiaofeng Ge, Jiangyu Han, Yanhua Long et al.17 citations
  58. Probing phoneme, language and speaker information in unsupervised speech representations ↗Maureen de Seyssel, Marvin Lavechin, Yossi Adi et al.17 citations
  59. SANE-TTS: Stable And Natural End-to-End Multilingual Text-to-Speech ↗Hyunjae Cho, Wonbin Jung, Junhyeok Lee et al.17 citations
  60. SVTS: Scalable Video-to-Speech Synthesis ↗Rodrigo Mira, Alexandros Haliassos, Stavros Petridis et al.17 citations
  61. Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network ↗Murchana Baruah, Bonny Banerjee17 citations
  62. Streaming Target-Speaker ASR with Neural Transducer ↗Takafumi Moriya, Hiroshi Satō, Tsubasa Ochiai et al.17 citations
  63. Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities ↗Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju et al.17 citations
  64. Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals ↗Jinhan Wang, Vijay Ravi, Jonathan Flint et al.17 citations
  65. XTREME-S: Evaluating Cross-lingual Speech Representations ↗Alexis Conneau, Ankur Bapna, Yu Zhang et al.17 citations
  66. Accent Conversion using Pre-trained Model and Synthesized Data from Voice Conversion ↗Tuan Nam Nguyen, Ngoc-Quan Pham, Alexander H. Waibel16 citations
  67. Adaptive multilingual speech recognition with pretrained models ↗Ngoc-Quan Pham, Alexander H. Waibel, Jan Niehues16 citations
  68. Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems ↗Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata et al.16 citations
  69. End-to-End Audio-Visual Neural Speaker Diarization ↗Maokui He, Jun Du, Chin‐Hui Lee16 citations
  70. Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier ↗Huang-Cheng Chou, Chi-Chun Lee, Carlos Busso16 citations
  71. Improving Language Identification of Accented Speech ↗Kunnar Kukk, Tanel Alumäe16 citations
  72. Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT ↗Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu16 citations
  73. Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation ↗Qianqian Dong, Fengpeng Yue, Tom Ko et al.16 citations
  74. Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation ↗Jia Ye, Yifan Ding, Ankur Bapna et al.16 citations
  75. Phonetic Analysis of Self-supervised Representations of English Speech ↗Dan Wells, Hao Tang, Korin Richmond16 citations
  76. Representation Selective Self-distillation and wav2vec 2.0 Feature Exploration for Spoof-aware Speaker Verification ↗Jin Woo Lee, Eungbeom Kim, Junghyun Koo et al.16 citations
  77. WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models ↗Heting Gao, Junrui Ni, Kaizhi Qian et al.16 citations
  78. WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses ↗Zewang Zhang, Yibin Zheng, Xinhui Li et al.16 citations
  79. Zero-Shot Foreign Accent Conversion without a Native Reference ↗Waris Quamer, Anurag Das, John M. Levis et al.16 citations
  80. ASR2K: Speech Recognition for Around 2000 Languages without Audio ↗Xinjian Li, Florian Metze, David R. Mortensen et al.15 citations
  81. Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition ↗Yan Daniel Zhao, Jincen Wang, Ru Ye et al.15 citations
  82. Deep residual spiking neural network for keyword spotting in low-resource settings ↗Qu Yang, Qi Liu, Haizhou Li15 citations
  83. Efficient Training of Neural Transducer for Speech Recognition ↗Wei Guo Zhou, Wilfried Michel, Ralf Schlüter et al.15 citations
  84. Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech ↗Jan Lehečka, Ján Švec, Aleš Pražák et al.15 citations
  85. Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction ↗Helard Becerra Martinez, Alessandro Ragano, Andrew Hines15 citations
  86. Federated Domain Adaptation for ASR with Full Self-Supervision ↗Junteng Jia, Jay Mahadeokar, Weiyi Zheng et al.15 citations
  87. Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks ↗Lucas Goncalves, Carlos Busso15 citations
  88. NESC: Robust Neural End-2-End Speech Coding with GANs ↗Nicola Pia, Kishan Gupta, Srikanth Korse et al.15 citations
  89. Online Target Speaker Voice Activity Detection for Speaker Diarization ↗Weiqing Wang, Ming Li, Qingjian Lin15 citations
  90. Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data ↗Junyi Ao, Ziqiang Zhang, Long Zhou et al.15 citations
  91. RCT: Random consistency training for semi-supervised sound event detection ↗Nian Shao, Erfan Loweimi, Xiaofei Li15 citations
  92. Relating the fundamental frequency of speech with EEG using a dilated convolutional network ↗Corentin Puffay, Jana Van Canneyt, Jonas Vanthornhout et al.15 citations
  93. SNRi Target Training for Joint Speech Enhancement and Recognition ↗Yuma Koizumi, Shigeki Karita, Arun Narayanan et al.15 citations
  94. Voice Conversion Can Improve ASR in Very Low-Resource Settings ↗Matthew Baas, Herman Kamper15 citations
  95. An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion ↗Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos et al.14 citations
  96. CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR ↗Keyu An, Huahuan Zheng, Zhijian Ou et al.14 citations
  97. Cross-Scale Vector Quantization for Scalable Neural Speech Coding ↗Xue Jiang, Xiulian Peng, Huaying Xue et al.14 citations
  98. Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting ↗Byeonggeun Kim, Seung-Han Yang, Inseop Chung et al.14 citations
  99. Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric ↗Suyoun Kim, Duc Le, Weiyi Zheng et al.14 citations
  100. Federated Self-supervised Speech Representations: Are We There Yet? ↗Yan Gao, Javier Fernández-Marqués, Titouan Parcollet et al.14 citations

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