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Interspeech 2022: all accepted papers

1,102 papers · page 6 of 12 · the most cited first · ← Interspeech 2022

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  1. Multimodal Depression Severity Score Prediction Using Articulatory Coordination Features and Hierarchical Attention Based Text Embeddings ↗Nadee Seneviratne, Carol Espy-Wilson6 citations
  2. Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM ↗Hayato Futami, Hirofumi Inaguma, Sei Ueno et al.6 citations
  3. On Combining Global and Localized Self-Supervised Models of Speech ↗Sri Harsha Dumpala, Chandramouli Shama Sastry, Rudolf Uher et al.6 citations
  4. On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training ↗Jisi Zhang, Cătălin Zorilă, Rama Doddipatla et al.6 citations
  5. On-demand compute reduction with stochastic wav2vec 2.0 ↗Apoorv Vyas, Wei-Ning Hsu, Michael Auli et al.6 citations
  6. Prediction of L2 speech proficiency based on multi-level linguistic features ↗Verdiana De Fino, Lionel Fontan, Julien Pinquier et al.6 citations
  7. Recurrent multi-head attention fusion network for combining audio and text for speech emotion recognition ↗Chung-Soo Ahn, Chamara Kasun Liyanaarachchi Lekamalage, Sunil Sivadas et al.6 citations
  8. Self supervised learning for robust voice cloning ↗Konstantinos Klapsas, Nikolaos Ellinas, Karolos Nikitaras et al.6 citations
  9. Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data ↗Naoki Makishima, Satoshi Suzuki, Atsushi Ando et al.6 citations
  10. Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation ↗Ryo Fukuda, Katsuhito Sudoh, Satoshi Nakamura6 citations
  11. Streamable Speech Representation Disentanglement and Multi-Level Prosody Modeling for Live One-Shot Voice Conversion ↗Haoquan Yang, Liqun Deng, Yu Ting Yeung et al.6 citations
  12. Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems ↗Vishal Sunder, Eric Fosler‐Lussier, Samuel Thomas et al.6 citations
  13. Transducer-based language embedding for spoken language identification ↗Peng Shen, Xugang Lu, Hisashi Kawai6 citations
  14. Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems ↗Mingyu Cui, Jiajun Deng, Shoukang Hu et al.6 citations
  15. Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering ↗Eklavya Sarkar, RaviShankar Prasad, Mathew Magimai.-Doss6 citations
  16. Variations of multi-task learning for spoken language assessment ↗Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen6 citations
  17. Weakly-Supervised Neural Full-Rank Spatial Covariance Analysis for a Front-End System of Distant Speech Recognition ↗Yoshiaki Bando, Takahiro Aizawa, Katsutoshi Itoyama et al.6 citations
  18. What can Speech and Language Tell us About the Working Alliance in Psychotherapy ↗Sebastian Peter Bayerl, Gabriel Roccabruna, Shammur Absar Chowdhury et al.6 citations
  19. ema2wav: doing articulation by Praat ↗Philipp Buech, Simon Roessig, Lena Pagel et al.6 citations
  20. mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling ↗Seong-Hwan Heo, WonKee Lee, Jong-Hyeok Lee6 citations
  21. A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation ↗Thomas R. O'Malley, Arun Narayanan, Quan Wang5 citations
  22. Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization ↗Andrea Fasoli, Chia‐Yu Chen, Mauricio J. Serrano et al.5 citations
  23. AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification ↗Sonal Joshi, Saurabh Kataria, Jesús Villalba et al.5 citations
  24. Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis ↗Taewoo Kim, Min-Su Kang, Gyeong-Hoon Lee5 citations
  25. An Empirical Study of Language Model Integration for Transducer based Speech Recognition ↗Huahuan Zheng, Keyu An, Zhijian Ou et al.5 citations
  26. Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals ↗Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma et al.5 citations
  27. Attentive Recurrent Network for Low-Latency Active Noise Control ↗Hao Zhang, Ashutosh Kumar Pandey, DeLiang Wang5 citations
  28. Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter ↗Jinzheng Zhao, Peipei Wu, Xubo Liu et al.5 citations
  29. Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation ↗Yikai Zhang, Dawei Zhou, Han-Jia Ye et al.5 citations
  30. Audio-Visual Scene Classification Based on Multi-modal Graph Fusion ↗Lei Han, Ning Chen5 citations
  31. Automatic Dialect Density Estimation for African American EnglishAlexander Johnson, Kevin Everson, Vijay Ravi et al.5 citations · our summary
  32. BIT-MI Deep Learning-based Model to Non-intrusive Speech Quality Assessment Challenge in Online Conferencing Applications ↗Miao Liu, Jing Wang, Liang Xu et al.5 citations
  33. Backend Ensemble for Speaker Verification and Spoofing Countermeasure ↗Li Zhang, Yue Li, Huan Qi Zhao et al.5 citations
  34. Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language ↗Marvin Borsdorf, Kevin Scheck, Haizhou Li et al.5 citations
  35. Bottom-up discovery of structure and variation in response tokens (‘backchannels’) across diverse languages ↗Andreas Liesenfeld, Mark Dingemanse5 citations
  36. Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge ↗Sangjun Park, Kihyun Choo, Joohyung Lee et al.5 citations
  37. CS-CTCSCONV1D: Small footprint speaker verification with channel split time-channel-time separable 1-dimensional convolution ↗Linjun Cai, Yuhong Yang, Xufeng Chen et al.5 citations
  38. CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0 ↗Jaehong Lee, Chae-Won Lee, Jin-Seong Choi et al.5 citations
  39. CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis ↗Nianzu Zheng, Liqun Deng, Wenyong Huang et al.5 citations
  40. CopyCat2: A Single Model for Multi-Speaker TTS and Many-to-Many Fine-Grained Prosody Transfer ↗Sri Karlapati, Penny Karanasou, Mateusz Łajszczak et al.5 citations
  41. Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition ↗Shaokai Li, Peng Song, Keke Zhao et al.5 citations
  42. DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion ↗Ruibin Yuan, Yuxuan Wu, Jacob Li et al.5 citations
  43. Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis ↗Yukun Peng, Zhen-Hua Ling5 citations
  44. Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer ↗Ján Švec, Jan Lehečka, Luboš Šmídl5 citations
  45. Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification ↗Yuya Yamamoto, Juhan Nam, Hiroko Terasawa5 citations
  46. Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech ↗Yixuan Zhang, Heming Wang, DeLiang Wang5 citations
  47. Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks ↗Tomohiro Tanaka, Ryo Masumura, Hiroshi P. Sato et al.5 citations
  48. Dual Path Embedding Learning for Speaker Verification with Triplet Attention ↗Bei Liu, Zhengyang Chen, Yanmin Qian5 citations
  49. Emotion-Shift Aware CRF for Decoding Emotion Sequence in Conversation ↗Chun‐Yu Chen, Yun-Shao Lin, Chi-Chun Lee5 citations
  50. End-to-end framework for spoof-aware speaker verification ↗Woo Hyun Kang, Md Jahangir Alam, Abderrahim Fathan5 citations
  51. End-to-end speech recognition modeling from de-identified data ↗M. Flechl, Shou-Chun Yin, Junho Park et al.5 citations
  52. Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis ↗Yixuan Zhou, Changhe Song, Jingbei Li et al.5 citations
  53. Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task ↗Kevin Meng, Seo‐Hyun Lee, Farhad Goodarzy et al.5 citations
  54. Exploiting Fine-tuning of Self-supervised Learning Models for Improving Bi-modal Sentiment Analysis and Emotion Recognition ↗Wei Yang, Satoru Fukayama, Panikos Heracleous et al.5 citations
  55. Extending RNN-T-based speech recognition systems with emotion and language classification ↗Zvi Kons, Hagai Aronowitz, Edmilson Da Silva Morais et al.5 citations
  56. Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations ↗Jing Su, Longxiang Zhang, Hamid Reza Hassanzadeh et al.5 citations
  57. Fast Grad-TTS: Towards Efficient Diffusion-Based Speech Generation on CPU ↗Ivan Vovk, Tasnima Sadekova, Vladimir Gogoryan et al.5 citations
  58. Fine-grained Noise Control for Multispeaker Speech Synthesis ↗Karolos Nikitaras, Georgios Vamvoukakis, Nikolaos Ellinas et al.5 citations
  59. From Disfluency Detection to Intent Detection and Slot Filling ↗Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen5 citations
  60. From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI based Speech Recognition ↗Selen Hande Kabil, Hervé A. Bourlard5 citations
  61. Global RNN Transducer Models For Multi-dialect Speech Recognition ↗Takashi Fukuda, Samuel Thomas, Masayuki Suzuki et al.5 citations
  62. Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition ↗Muhammad Umar Farooq, Thomas Hain5 citations
  63. Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech ↗Kelvin Tran, Lingfeng Xu, Gabriela Stegmann et al.5 citations
  64. Investigation into Target Speaking Rate Adaptation for Voice Conversion ↗Michael T. Kuhlmann, Fritz Seebauer, Janek Ebbers et al.5 citations
  65. J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis ↗Shinnosuke Takamichi, Wataru Nakata, Naoko Tanji et al.5 citations
  66. Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning ↗Sanli Tian, Keqi Deng, Zehan Li et al.5 citations
  67. Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer ↗Kaiqi Zhao, Hieu Nguyen, Animesh Jain et al.5 citations
  68. Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition ↗Xun Gong, Zhikai Zhou, Yanmin Qian5 citations
  69. Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer ↗Shrutina Agarwal, Naoya Takahashi, Sriram Ganapathy5 citations
  70. Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features ↗Maximilian Karl Scharf, Sabine Hochmuth, Lena L. N. Wong et al.5 citations
  71. Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation ↗Giulia Comini, Goeric Huybrechts, Manuel Sam Ribeiro et al.5 citations
  72. Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective ↗Qingcheng Zeng, Dading Chong, Peilin Zhou et al.5 citations
  73. Minimum latency training of sequence transducers for streaming end-to-end speech recognition ↗Yusuke Shinohara, Shinji Watanabe5 citations
  74. Mix and Match: An Empirical Study on Training Corpus Composition for Polyglot Text-To-Speech (TTS) ↗Ziyao Zhang, Alessio Falai, Ariadna Sanchez et al.5 citations
  75. Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement ↗Zeyuan Wei, Hao Li, Xueliang Zhang5 citations
  76. Monaural Speech Enhancement Based on Spectrogram Decomposition for Convolutional Neural Network-sensitive Feature Extraction ↗Hao Shi, Longbiao Wang, Sheng Li et al.5 citations
  77. Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 ↗Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez et al.5 citations
  78. Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition ↗Jash Rathod, Nauman Dawalatabad, Shatrughan Singh et al.5 citations
  79. Multitask Learning for Low Resource Spoken Language Understanding ↗Quentin Meeus, Marie‐Francine Moens, Hugo Van hamme5 citations
  80. NRI-FGSM: An Efficient Transferable Adversarial Attack for Speaker Recognition Systems ↗Hao Tan, Junjian Zhang, Huan Zhang et al.5 citations
  81. Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals ↗George Close, Samuel Hollands, Stefan Goetze et al.5 citations
  82. Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network ↗Xiaofeng Shu, Yanjie Chen, Chuxiang Shang et al.5 citations
  83. Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification ↗Peng Zhang, Peng Hu, Xueliang Zhang5 citations
  84. Novel Augmentation Schemes for Device Robust Acoustic Scene Classification ↗Sukanya Sonowal, Anish Tamse5 citations
  85. On Breathing Pattern Information in Synthetic Speech ↗Zohreh Mostaani, Mathew Magimai.-Doss5 citations
  86. On the Prediction Network Architecture in RNN-T for ASR ↗D. Albesano, Jesús Andrés-Ferrer, Nicola Ferri et al.5 citations
  87. Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function ↗Joon Byun, Seungmin Shin, Jongmo Sung et al.5 citations
  88. Overlapped Speech Detection in Broadcast Streams Using X-vectors ↗Lukáš Matějů, Frantisek Kynych, Petr Červa et al.5 citations
  89. Personalized Acoustic Echo Cancellation for Full-duplex Communications ↗Shimin Zhang, Ziteng Wang, Yukai Ju et al.5 citations
  90. Pre-trained Speech Representations as Feature Extractors for Speech Quality Assessment in Online Conferencing Applications ↗Bastiaan Tamm, Helena Balabin, Rik R. Vandenberghe et al.5 citations
  91. QbyE-MLPMixer: Query-by-Example Open-Vocabulary Keyword Spotting using MLPMixer ↗Jinmiao Huang, Waseem Gharbieh, Qianhui Wan et al.5 citations
  92. Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition ↗Vipula Dissanayake, Sachith Seneviratne, Hussel Suriyaarachchi et al.5 citations
  93. Single-channel speech enhancement using Graph Fourier Transform ↗Chenhui Zhang, Xiang Pan5 citations
  94. SoundDoA: Learn Sound Source Direction of Arrival and Semantics from Sound Raw Waveforms ↗YUHANG HE, Andrew Markham5 citations
  95. Space-Efficient Representation of Entity-centric Query Language Models ↗Christophe Van Gysel, Mirko Hannemann, Ernest Pusateri et al.5 citations
  96. Squashed Weight Distribution for Low Bit Quantization of Deep Models ↗Nikko Ström, Haidar Khan, Wael Hamza5 citations
  97. Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment ↗Hardik Kothare, Michael Neumann, Jackson Liscombe et al.5 citations
  98. Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations ↗Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix et al.5 citations
  99. TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation ↗Ali Aroudi, Stefan Uhlich, Marc Ferràs5 citations
  100. TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder ↗Eunwoo Song, Ryuichi Yamamoto, Ohsung Kwon et al.5 citations

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