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Interspeech 2022: all accepted papers

1,102 papers · page 4 of 12 · the most cited first · ← Interspeech 2022

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  1. Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition ↗Jie Wei, Guanyu Hu, Xinyu Yang et al.10 citations
  2. Back to the Future: Extending the Blizzard Challenge 2013 ↗Sébastien Le Maguer, Simon King, Naomi Harte10 citations
  3. Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments ↗Satwik Dutta, Sarah A. Tao, Jacob C. Reyna et al.10 citations
  4. Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification ↗Hang-Rui Hu, Yan Song, Li-Rong Dai et al.10 citations
  5. Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework ↗Алёна Николаевна Величко, Maxim Markitantov, Heysem Kaya et al.10 citations
  6. Creating New Voices using Normalizing Flows ↗Piotr Biliński, Thomas Merritt, Abdelhamid Ezzerg et al.10 citations
  7. Cross-speaker Emotion Transfer Based On Prosody Compensation for End-to-End Speech Synthesis ↗Tao Li, Xinsheng Wang, Qicong Xie et al.10 citations
  8. DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning ↗Takaaki Saeki, Kentaro Tachibana, Ryuichi Yamamoto10 citations
  9. Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR ↗Ondřej Klejch, Electra Wallington, Peter Bell10 citations
  10. Filler Word Detection and Classification: A Dataset and Benchmark ↗Ge Zhu, Juan-Pablo Cáceres, Justin Salamon10 citations
  11. Improving Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods ↗Lingxuan Ye, Gaofeng Cheng, Runyan Yang et al.10 citations
  12. Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention ↗Xinmeng Xu, Yang Wang, Jie Jia et al.10 citations
  13. Isochrony-Aware Neural Machine Translation for Automatic Dubbing ↗Derek Tam, Surafel M. Lakew, Yogesh S. Virkar et al.10 citations
  14. Iterative Sound Source Localization for Unknown Number of Sources ↗Yanjie Fu, Ge Meng, Haoran Yin et al.10 citations
  15. Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 ↗Aku Rouhe, Anja Virkkunen, Juho Leinonen et al.10 citations
  16. Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss ↗Youngdo Ahn, Sung Joo Lee, Jong Won Shin10 citations
  17. On joint training with interfaces for spoken language understanding ↗Anirudh Raju, Milind Rao, Gautam Tiwari et al.10 citations
  18. On the Use of Deep Mask Estimation Module for Neural Source Separation Systems ↗Kai Li, Xiaolin Hu, Yi Luo10 citations
  19. Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting ↗Xiao Yang, Nana Hou, Eng Siong Chng10 citations
  20. Recent improvements of ASR models in the face of adversarial attacks ↗Raphael Olivier, Bhiksha Raj10 citations
  21. SAQAM: Spatial Audio Quality Assessment Metric ↗Pranay Manocha, Anurag Kumar, Buye Xu et al.10 citations
  22. Simple and Effective Multi-sentence TTS with Expressive and Coherent Prosody ↗Peter Makarov, Syed Ammar Abbas, Mateusz Łajszczak et al.10 citations
  23. Speaker recognition-assisted robust audio deepfake detection ↗Jiahui Pan, Shuai Nie, Hui Zhang et al.10 citations
  24. Streaming parallel transducer beam search with fast slow cascaded encoders ↗Jay Mahadeokar, Yangyang Shi, Ke Li et al.10 citations
  25. Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network ↗Ashutosh Pandey, Buye Xu, Anurag Kumar et al.10 citations
  26. Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition ↗Guangzhi Sun, Chao Zhang, Philip C. Woodland10 citations
  27. TriniTTS: Pitch-controllable End-to-end TTS without External Aligner ↗Yooncheol Ju, Il-Hwan Kim, Hongsun Yang et al.10 citations
  28. Ultra-Low-Bitrate Speech Coding with Pretrained Transformers ↗Ali Siahkoohi, Michael Chinen, Tom Denton et al.10 citations
  29. UserLibri: A Dataset for ASR Personalization Using Only Text ↗Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani et al.10 citations
  30. VoiceMe: Personalized voice generation in TTS ↗Pol van Rijn, Silvan Mertes, Dominik Schiller et al.10 citations
  31. A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion ↗Xu Li, Shansong Liu, Ying Shan9 citations
  32. A Language Agnostic Multilingual Streaming On-Device ASR System ↗Bo Li, Tara N. Sainath, Ruoming Pang et al.9 citations
  33. An Initialization Scheme for Meeting Separation with Spatial Mixture Models ↗Christoph Boeddeker, Tobias Cord-Landwehr, Thilo von Neumann et al.9 citations
  34. Avoid Overfitting User Specific Information in Federated Keyword Spotting ↗Xinchun Li, Jin-Lin Tang, Shaoming Song et al.9 citations
  35. Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation ↗Keqi Deng, Shinji Watanabe, Jiatong Shi et al.9 citations
  36. Building African Voices ↗Perez Ogayo, Graham Neubig, Alan W. Black9 citations
  37. CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition ↗Chengxin Chen, Pengyuan Zhang9 citations
  38. Content-Context Factorized Representations for Automated Speech Recognition ↗David Chan, Shalini Ghosh9 citations
  39. EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification ↗Jingyu Li, Wei Liu, Tan Lee9 citations
  40. ESSumm: Extractive Speech Summarization from Untranscribed Meeting ↗Jun Wang9 citations
  41. End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation ↗Krishna Subramani, Jean-Marc Valin, Umut Isik et al.9 citations
  42. Exploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation ↗Chih‐Chiang Chang, Hung-yi Lee9 citations
  43. FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition ↗Szu-Jui Chen, Jiamin Xie, John H. L. Hansen9 citations
  44. Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network ↗Wenjing Liu, Chuan Xie9 citations
  45. Improving ASR Robustness in Noisy Condition Through VAD Integration ↗Sashi Novitasari, Takashi Fukuda, Gakuto Kurata9 citations
  46. Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech ↗Kaitao Song, Teng Wan, Bixia Wang et al.9 citations
  47. Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment ↗Yang Mu, Kevin Hirschi, Stephen Daniel Looney et al.9 citations
  48. Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms ↗Junghun Kim, Yoojin An, Jihie Kim9 citations
  49. Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning ↗Théo Lepage, Réda Dehak9 citations
  50. Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher ↗Heyang Xue, Xinsheng Wang, Yongmao Zhang et al.9 citations
  51. Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR ↗Kun Wei, Yike Zhang, Sining Sun et al.9 citations
  52. Lightweight Full-band and Sub-band Fusion Network for Real Time Speech Enhancement ↗Zhuangqi Chen, Pingjian Zhang9 citations
  53. Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition ↗Qijie Shao, Jinghao Yan, Jian Li Kang et al.9 citations
  54. Low-resource Low-footprint Wake-word Detection using Knowledge Distillation ↗Arindam Ghosh, Mark C. Fuhs, Deblin Bagchi et al.9 citations
  55. Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition ↗Aditya Yadavalli, Ganesh S. Mirishkar, Anil Kumar Vuppala9 citations
  56. NAS-VAD: Neural Architecture Search for Voice Activity Detection ↗Daniel Rho, Jin‐Hyeok Park, Jong Hwan Ko9 citations
  57. On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement ↗Kristina Tesch, Nils-Hendrik Mohrmann, Timo Gerkmann9 citations
  58. Production Strategies of Vocal Attitudes ↗Léane Salais, Pablo Arias, Clément Le Moine Veillon et al.9 citations
  59. Reliable Visualization for Deep Speaker Recognition ↗Pengqi Li, Lantian Li, Askar Hamdulla et al.9 citations
  60. SPLICEOUT: A Simple and Efficient Audio Augmentation Method ↗Arjit Jain, Pranay Reddy Samala, Deepak Mittal et al.9 citations
  61. STUDIES: Corpus of Japanese Empathetic Dialogue Speech Towards Friendly Voice Agent ↗Yuki Saito, Yuto Nishimura, Shinnosuke Takamichi et al.9 citations
  62. Scaling ASR Improves Zero and Few Shot Learning ↗Weiyi Zheng, Alex Xiao, Gil Keren et al.9 citations
  63. SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling ↗Takaaki Saeki, Shinnosuke Takamichi, Tomohiko Nakamura et al.9 citations
  64. Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition ↗Wei‐Chin Huang, Cal Peyser, Tara N. Sainath et al.9 citations
  65. SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy ↗Shuai Guo, Jiatong Shi, Tao Qian et al.9 citations
  66. Spatial Loss for Unsupervised Multi-channel Source Separation ↗Kohei Saijo, Robin Scheibler9 citations
  67. Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors ↗Srikanth Raj Chetupalli, Emanuël A. P. Habets9 citations
  68. The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge ↗Xingming Wang, Xiaoyi Qin, Yikang Wang et al.9 citations
  69. The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation ↗Joosung Lee9 citations
  70. Training speaker recognition systems with limited data ↗Nik Vaessen, David A. van Leeuwen9 citations
  71. VoiceLab: Software for Fully Reproducible Automated Voice Analysis ↗David R. Feinberg9 citations
  72. Where's the uh, hesitation? The interplay between filled pause location, speech rate and fundamental frequency in perception of confidence ↗Ambika Kirkland, Harm Lameris, Éva Székely et al.9 citations
  73. A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS ↗Haohan Guo, Hui Min Lu, Xixin Wu et al.8 citations
  74. A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS ↗Haohan Guo, Fenglong Xie, Frank K. Soong et al.8 citations
  75. A study on constraining Connectionist Temporal Classification for temporal audio alignment ↗Yann Teytaut, Baptiste Bouvier, Axel Röebel8 citations
  76. Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning ↗Rui Liu, Berrak Şişman, Björn Wolfgang Schuller et al.8 citations
  77. Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History ↗Yuto Nishimura, Yuki C. Saito, Shinnosuke Takamichi et al.8 citations
  78. Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification ↗Parvaneh Janbakhshi, Ina Kodrasi8 citations
  79. Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR ↗Takashi Maekaku, Yuya Fujita, Yifan Peng et al.8 citations
  80. Audio Similarity is Unreliable as a Proxy for Audio Quality ↗Pranay Manocha, Zeyu Jin, Adam Finkelstein8 citations
  81. Automatic Assessment of Speech Intelligibility using Consonant Similarity for Head and Neck Cancer ↗Sebastião Quintas, Julie Mauclair, Virginie Woisard et al.8 citations
  82. Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation ↗Vinay Kothapally, John H. L. Hansen8 citations
  83. ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition ↗Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan et al.8 citations
  84. CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition ↗Zhihan Wang, Feng Hou, Yuanhang Qiu et al.8 citations
  85. Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees ↗Beiming Cao, Kristin Teplansky, Nordine Sebkhi et al.8 citations
  86. Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition ↗Jiachen Lian, Alan W. Black, Louis M. Goldstein et al.8 citations
  87. Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser ↗Sonal Joshi, Saurabh Kataria, Yiwen Shao et al.8 citations
  88. Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion ↗Darshana Priyasad, Andi Partovi, Sridha Sridharan et al.8 citations
  89. Discriminative Feature Representation Based on Cascaded Attention Network with Adversarial Joint Loss for Speech Emotion Recognition ↗Yang Liu, Haoqin Sun, Wenbo Guan et al.8 citations
  90. Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease ↗Andreas Triantafyllopoulos, Markus Fendler, Anton M. Batliner et al.8 citations
  91. Effect of Head Orientation on Speech Directivity ↗Samuel David Bellows, Timothy Ward Leishman8 citations
  92. End-to-end model for named entity recognition from speech without paired training data ↗Salima Mdhaffar, Jarod Duret, Titouan Parcollet et al.8 citations
  93. Frame-Level Stutter Detection ↗John B. Harvill, Mark Hasegawa‐Johnson, Chang D. Yoo8 citations
  94. Gram Vaani ASR Challenge on spontaneous telephone speech recordings in regional variations of Hindi ↗Anish Bhanushali, Grant Bridgman, G Deekshitha et al.8 citations
  95. Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing ↗Xiaodong Cui, George Saon, Tohru Nagano et al.8 citations
  96. Improving Rare Word Recognition with LM-aware MWER Training ↗Weiran Wang, Tongzhou Chen, Tara N. Sainath et al.8 citations
  97. Improving Speech Enhancement through Fine-Grained Speech Characteristics ↗Muqiao Yang, Joseph Konan, David Bick et al.8 citations
  98. KaraTuner: Towards End-to-End Natural Pitch Correction for Singing Voice in Karaoke ↗Xiaobin Zhuang, Huiran Yu, Weifeng Zhao et al.8 citations
  99. Light-Weight Speaker Verification with Global Context Information ↗Miseul Kim, Zhenyu Piao, Seyun Um et al.8 citations
  100. MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment ↗Karl El Hajal, Miloš Cerňak, Pablo Mainar8 citations

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