Elamur Research⌕
☰
home / venues / Interspeech / 2021 / papers / page 2

Interspeech 2021: all accepted papers

963 papers · page 2 of 10 · the most cited first · ← Interspeech 2021

1 2 3 … 10

  1. SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition ↗Patrick K. O’Neill, Vitaly Lavrukhin, Somshubra Majumdar et al.36 citations
  2. A Causal U-Net Based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement ↗Xinlei Ren, Xu Zhang, Lianwu Chen et al.35 citations
  3. Continual Learning for Fake Audio Detection ↗Haoxin Ma, Jiangyan Yi, Jianhua Tao et al.35 citations
  4. End-to-End Neural Diarization: From Transformer to Conformer ↗Yi Chieh Liu, Eunjung Han, Chul Lee et al.35 citations
  5. Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration ↗Shreya Khare, Ashish Mittal, Anuj Diwan et al.35 citations
  6. Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning ↗Keqi Deng, Songjun Cao, Long Ma34 citations
  7. Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition ↗Yosuke Higuchi, Niko Moritz, Jonathan Le Roux et al.34 citations
  8. Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation ↗Saurabhchand Bhati, Jesús Villalba, Piotr Żelasko et al.34 citations
  9. Personalized PercepNet: Real-Time, Low-Complexity Target Voice Separation and Enhancement ↗Ritwik Giri, Shrikant Venkataramani, Jean-Marc Valin et al.33 citations
  10. Towards Multi-Scale Style Control for Expressive Speech Synthesis ↗Xiang Li, Changhe Song, Jingbei Li et al.33 citations
  11. Towards Unsupervised Phone and Word Segmentation Using Self-Supervised Vector-Quantized Neural Networks ↗Herman Kamper, Benjamin van Niekerk33 citations
  12. EasyCall Corpus: A Dysarthric Speech Dataset ↗Rosanna Turrisi, Arianna Braccia, Marco Emanuele et al.32 citations
  13. Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale ↗Michael Neumann, Oliver Roesler, Jackson Liscombe et al.32 citations
  14. Self-Supervised Dialogue Learning for Spoken Conversational Question Answering ↗Nuo Chen, Chenyu You, Yuexian Zou32 citations
  15. Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers ↗Marvin Borsdorf, Chenglin Xu, Haizhou Li et al.32 citations
  16. Deep Feature Transfer Learning for Automatic Pronunciation Assessment ↗Binghuai Lin, Liyuan Wang31 citations
  17. Intent Detection and Slot Filling for Vietnamese ↗Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen31 citations
  18. SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts ↗Zhao You, Shulin Feng, Dan Su et al.31 citations
  19. Super-Human Performance in Online Low-Latency Recognition of Conversational Speech ↗Thai‐Son Nguyen, Sebastian Stüker, Alex Waibel30 citations
  20. TDCA-Net: Time-Domain Channel Attention Network for Depression Detection ↗Cong Cai, Mingyue Niu, Bin Liu et al.30 citations
  21. Temporal Context in Speech Emotion Recognition ↗Yangyang Xia, Liwei Chen, Alexander I. Rudnicky et al.30 citations
  22. Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers ↗Takaaki Hori, Niko Moritz, Chiori Hori et al.29 citations
  23. An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems ↗You Zhang, Ge Zhu, Fei Jiang et al.29 citations
  24. Modular Multi-Modal Attention Network for Alzheimer’s Disease Detection Using Patient Audio and Language Data ↗Ning Wang, Yupeng Cao, Shuai Hao et al.29 citations
  25. Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing ↗Babak Naderi, Ross Cutler29 citations
  26. Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker ↗Maokui He, Desh Raj, Zili Huang et al.29 citations
  27. Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement ↗Qiquan Zhang, Qi Song, Aaron Nicolson et al.29 citations
  28. WSRGlow: A Glow-Based Waveform Generative Model for Audio Super-Resolution ↗Kexun Zhang, Yi Ren, Changliang Xu et al.29 citations
  29. Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information ↗Renhua Peng, Linjuan Cheng, Chengshi Zheng et al.28 citations
  30. Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation ↗‪Paul-Gauthier Noé‬, Mohammad Mohammadamini, Driss Matrouf et al.28 citations
  31. End-to-End Speaker-Attributed ASR with Transformer ↗Naoyuki Kanda, Guoli Ye, Yashesh Gaur et al.28 citations
  32. Expressive Text-to-Speech Using Style Tag ↗Minchan Kim, Sung Jun Cheon, Byoung Jin Choi et al.28 citations
  33. KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset ↗Saida Mussakhojayeva, Aigerim Janaliyeva, Almas Mirzakhmetov et al.28 citations
  34. Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-Stage Sequence-to-Sequence Training ↗Kun Zhou, Berrak Şişman, Haizhou Li28 citations
  35. Neural Speaker Extraction with Speaker-Speech Cross-Attention Network ↗Wupeng Wang, Chenglin Xu, Meng Ge et al.28 citations
  36. Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection ↗Wanying Ge, Michele Panariello, Jose Patino et al.28 citations
  37. PhonemeBERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript ↗Mukuntha Narayanan Sundararaman, Ayush Kumar, Jithendra Vepa28 citations
  38. Towards Automatic Speech to Sign Language Generation ↗Parul Kapoor, Rudrabha Mukhopadhyay, Sindhu B Hegde et al.28 citations
  39. Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASRShammur Absar Chowdhury, Amir Hussein, Ahmed Abdelalí et al.28 citations · our summary
  40. Acoustic Features and Neural Representations for Categorical Emotion Recognition from Speech ↗Aaron Keesing, Yun Sing Koh, Michael Witbrock27 citations
  41. Dissecting User-Perceived Latency of On-Device E2E Speech Recognition ↗Yuan Shangguan, Rohit Prabhavalkar, Hang Su et al.27 citations
  42. Librispeech Transducer Model with Internal Language Model Prior Correction ↗Albert Zeyer, André Merboldt, Wilfried Michel et al.27 citations
  43. Robust Laughter Detection in Noisy Environments ↗Jon Gillick, Wesley Deng, Kimiko Ryokai et al.27 citations
  44. Self-Paced Ensemble Learning for Speech and Audio Classification ↗Nicolae-Cătălin Ristea, Radu Tudor Ionescu27 citations
  45. Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding ↗Suyoun Kim, Abhinav Arora, Duc Le et al.27 citations
  46. Tied & Reduced RNN-T Decoder ↗Rami Botros, Tara N. Sainath, Robert David et al.27 citations
  47. Adversarially Learning Disentangled Speech Representations for Robust Multi-Factor Voice Conversion ↗Jie Wang, Jingbei Li, Xintao Zhao et al.26 citations
  48. Learning Mutual Correlation in Multimodal Transformer for Speech Emotion Recognition ↗Yuhua Wang, Guang Shen, Yuezhu Xu et al.26 citations
  49. PILOT: Introducing Transformers for Probabilistic Sound Event Localization ↗Christopher Schymura, Benedikt Boenninghoff, Tsubasa Ochiai et al.26 citations
  50. A Multi-Branch Deep Learning Network for Automated Detection of COVID-19 ↗Ahmed Fakhry, Xinyi Jiang, Jaclyn Xiao et al.25 citations
  51. Alzheimer’s Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models ↗Yu Qiao, Xuefeng Yin, Daniel Wiechmann et al.25 citations
  52. Analysis and Tuning of a Voice Assistant System for Dysfluent Speech ↗Vikramjit Mitra, Zifang Huang, Colin Lea et al.25 citations
  53. Attention-Based Convolutional Neural Network for ASV Spoofing Detection ↗Hefei Ling, Leichao Huang, Junrui Huang et al.25 citations
  54. Cross-Speaker Style Transfer with Prosody Bottleneck in Neural Speech Synthesis ↗Shifeng Pan, Lei He25 citations
  55. Disfluency Detection with Unlabeled Data and Small BERT Models ↗Johann C. Rocholl, Vicky Zayats, Daniel D. Walker et al.25 citations
  56. EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model ↗Chenye Cui, Yi Ren, Jinglin Liu et al.25 citations
  57. Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network ↗Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski et al.25 citations
  58. Generalized Spoofing Detection Inspired from Audio Generation Artifacts ↗Yang Gao, Tyler Vuong, Mahsa Elyasi et al.25 citations
  59. Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement ↗Şefik Emre Eskimez, Xiaofei Wang, Min Tang et al.25 citations
  60. Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone ↗Naoyuki Kanda, Guoli Ye, Yu Wu et al.25 citations
  61. Many-Speakers Single Channel Speech Separation with Optimal Permutation Training ↗Shaked Dovrat, Eliya Nachmani, Lior Wolf25 citations
  62. Adaptive Convolutional Neural Network for Text-Independent Speaker Recognition ↗Seong-Hu Kim, Yong‐Hwa Park24 citations
  63. An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model ↗Ding Wang, Shuaishuai Ye, Xinhui Hu et al.24 citations
  64. E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition ↗Jicheng Zhang, Yizhou Peng, Van Tung Pham et al.24 citations
  65. Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement ↗Daxin Tan, Tan Lee24 citations
  66. Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge ↗Paula Andrea Pérez-Toro, Sebastian Peter Bayerl, Tomás Arias‐Vergara et al.24 citations
  67. Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition ↗Xun Gong, Yizhou Lu, Zhikai Zhou et al.24 citations
  68. Speech Based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model ↗Nadee Seneviratne, Carol Espy-Wilson24 citations
  69. Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer’s Dementia Recognition from Spontaneous Speech ↗Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech et al.24 citations
  70. Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing ↗Benjamin van Niekerk, Leanne Nortje, Matthew Baas et al.23 citations
  71. BART Based Semantic Correction for Mandarin Automatic Speech Recognition System ↗Yun Zhao, Xuerui Yang, Jinchao Wang et al.23 citations
  72. End-to-End Language Diarization for Bilingual Code-Switching Speech ↗Hexin Liu, Leibny Paola Garcia, Xinyi Zhang et al.23 citations
  73. Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition ↗Gianni Fenu, Mirko Marras, Giacomo Medda et al.23 citations
  74. GANSpeech: Adversarial Training for High-Fidelity Multi-Speaker Speech Synthesis ↗Jinhyeok Yang, Jae-Sung Bae, Taejun Bak et al.23 citations
  75. Graph Isomorphism Network for Speech Emotion Recognition ↗Jiawang Liu, Haoxiang Wang23 citations
  76. Multi-Channel Transformer Transducer for Speech Recognition ↗Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris et al.23 citations
  77. Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition ↗Timo Lohrenz, Zhengyang Li, Tim Fingscheidt23 citations
  78. Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification ↗Aswin Sivaraman, Sunwoo Kim, Minje Kim23 citations
  79. SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification ↗Helin Wang, Yuexian Zou, Wenwu Wang23 citations
  80. Adaptive Text to Speech for Spontaneous Style ↗Yuzi Yan, Xu Tan, Bohan Li et al.22 citations
  81. Nonlinear Acoustic Echo Cancellation with Deep Learning ↗Amir Ivry, Israel Cohen, Baruch Berdugo22 citations
  82. T5G2P: Using Text-to-Text Transfer Transformer for Grapheme-to-Phoneme Conversion ↗Markéta Řezáčková, Ján Švec, Daniel Tihelka22 citations
  83. Token-Level Supervised Contrastive Learning for Punctuation Restoration ↗Qiushi Huang, Tom Ko, Hong Tang et al.22 citations
  84. Towards Lifelong Learning of End-to-End ASR ↗Heng-Jui Chang, Hung-yi Lee, Lin-shan Lee22 citations
  85. Automated Detection of Voice Disorder in the Saarbrücken Voice Database: Effects of Pathology Subset and Audio Materials ↗Mark A. Huckvale, Catinca Buciuleac21 citations
  86. Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering ↗Chenyu You, Nuo Chen, Yuexian Zou21 citations
  87. Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model ↗Mohammad Jalilpour Monesi, Bernd Accou, Tom Francart et al.21 citations
  88. Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers ↗Yawen Xue, Shota Horiguchi, Yusuke Fujita et al.21 citations
  89. Phoneme-to-Audio Alignment with Recurrent Neural Networks for Speaking and Singing Voice ↗Yann Teytaut, Axel Röebel21 citations
  90. STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech ↗Keon Lee, Kyumin Park, Daeyoung Kim21 citations
  91. Speech Emotion Recognition Based on Attention Weight Correction Using Word-Level Confidence Measure ↗Jennifer Santoso, Takeshi Yamada, Shoji Makino et al.21 citations
  92. 4-Bit Quantization of LSTM-Based Speech Recognition Models ↗Andrea Fasoli, Chia‐Yu Chen, Mauricio J. Serrano et al.20 citations
  93. Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems ↗Juan Zuluaga-Gómez, Iuliia Nigmatulina, Amrutha Prasad et al.20 citations
  94. End-to-End Transformer-Based Open-Vocabulary Keyword Spotting with Location-Guided Local Attention ↗Bo Wei, Yang Meirong, Tao Zhang et al.20 citations
  95. GAN Vocoder: Multi-Resolution Discriminator Is All You Need ↗Jaeseong You, Dal-Hyun Kim, Gyuhyeon Nam et al.20 citations
  96. Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers ↗Thilo von Neumann, Keisuke Kinoshita, Christoph Boeddeker et al.20 citations
  97. How Reliable Are Phonetic Data Collected Remotely? Comparison of Recording Devices and Environments on Acoustic Measurements ↗Chunyu Ge, Yixuan Xiong, Peggy Mok20 citations
  98. Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain ↗Pengcheng Guo, Xuankai Chang, Shinji Watanabe et al.20 citations
  99. N-Singer: A Non-Autoregressive Korean Singing Voice Synthesis System for Pronunciation Enhancement ↗Gyeong-Hoon Lee, Taewoo Kim, Hanbin Bae et al.20 citations
  100. Robust Speaker Extraction Network Based on Iterative Refined Adaptation ↗Chengyun Deng, Shiqian Ma, Yongtao Sha et al.20 citations

1 2 3 … 10

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/interspeech-usb/2021/papers/page/2/