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Interspeech 2020: all accepted papers

1,030 papers · page 2 of 11 · the most cited first · ← Interspeech 2020

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  1. Training Keyword Spotting Models on Non-IID Data with Federated Learning ↗Andrew Hard, Kurt Partridge, Cameron Nguyen et al.52 citations
  2. Environmental Sound Classification with Parallel Temporal-Spectral Attention ↗Helin Wang, Yuexian Zou, Dading Chong et al.51 citations
  3. Improving On-Device Speaker Verification Using Federated Learning with Privacy ↗Filip Granqvist, Matt Seigel, Rogier van Dalen et al.51 citations
  4. Scaling Up Online Speech Recognition Using ConvNets ↗Vineel Pratap, Qiantong Xu, Jacob Kahn et al.51 citations
  5. Serialized Output Training for End-to-End Overlapped Speech Recognition ↗Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang et al.51 citations
  6. SpeedySpeech: Efficient Neural Speech Synthesis ↗Jan Vainer, Ondřej Dušek50 citations
  7. Comparing Natural Language Processing Techniques for Alzheimer’s Dementia Prediction in Spontaneous Speech ↗Thomas Searle, Zina M. Ibrahim, Richard Dobson49 citations
  8. Siamese Convolutional Neural Network Using Gaussian Probability Feature for Spoofing Speech Detection ↗Zhenchun Lei, Yingen Yang, Changhong Liu et al.49 citations
  9. Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition ↗Zhengkun Tian, Jiangyan Yi, Jianhua Tao et al.49 citations
  10. Design Choices for X-Vector Based Speaker Anonymization ↗Brij Mohan Lal Srivastava, Natalia Tomashenko, Xin Wang et al.48 citations
  11. The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units ↗Ewan Dunbar, Julien Karadayi, Mathieu Bernard et al.48 citations
  12. Affective Conditioning on Hierarchical Attention Networks Applied to Depression Detection from Transcribed Clinical Interviews ↗Danai Xezonaki, Georgios Paraskevopoulos, Alexandros Potamianos et al.47 citations
  13. Cotatron: Transcription-Guided Speech Encoder for Any-to-Many Voice Conversion Without Parallel Data ↗Seung-won Park, Doo-Young Kim, Myun-chul Joe47 citations
  14. End-to-End Speech Emotion Recognition Combined with Acoustic-to-Word ASR Model ↗Feng Han, Sei Ueno, Tatsuya Kawahara47 citations
  15. Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer’s Dementia ↗Matej Martinc, Senja Pollak47 citations
  16. Self-Training for End-to-End Speech Translation ↗Juan Pino, Qiantong Xu, Xutai Ma et al.46 citations
  17. Semantic Mask for Transformer Based End-to-End Speech Recognition ↗Chengyi Wang, Yu Wu, Yujiao Du et al.46 citations
  18. A Transformer-Based Audio Captioning Model with Keyword Estimation ↗Yuma Koizumi, Ryo Masumura, Kyosuke Nishida et al.45 citations
  19. Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition ↗Wenyong Huang, Wenchao Hu, Yu Ting Yeung et al.45 citations
  20. Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification ↗Li Xu, Na Li, Jinghua Zhong et al.45 citations
  21. Low Latency End-to-End Streaming Speech Recognition with a Scout Network ↗Chengyi Wang, Yu Wu, Liang Lu et al.45 citations
  22. Unsupervised Cross-Domain Singing Voice Conversion ↗Adam Polyak, Lior Wolf, Yossi Adi et al.45 citations
  23. Adventitious Respiratory Classification Using Attentive Residual Neural Networks ↗Zijiang Yang, Shuo Liu, Meishu Song et al.44 citations
  24. Audio-Visual Speaker Recognition with a Cross-Modal Discriminative Network ↗Ruijie Tao, Rohan Kumar Das, Haizhou Li44 citations
  25. Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting ↗Menglong Xu, Xiao-Lei Zhang44 citations
  26. DiPCo — Dinner Party Corpus ↗Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko et al.44 citations
  27. Distilling the Knowledge of BERT for Sequence-to-Sequence ASR ↗Hayato Futami, Hirofumi Inaguma, Sei Ueno et al.44 citations
  28. From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint ↗Zexin Cai, Chuxiong Zhang, Ming Li44 citations
  29. Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition ↗Chao Weng, Chengzhu Yu, Jia Cui et al.44 citations
  30. End-to-End Domain-Adversarial Voice Activity Detection ↗Marvin Lavechin, Marie-Philippe Gill, Ruben Bousbib et al.43 citations
  31. Improving Opus Low Bit Rate Quality with Neural Speech Synthesis ↗Jan Skoglund, Jean-Marc Valin43 citations
  32. Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition ↗Gakuto Kurata, George Saon43 citations
  33. Black-Box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples ↗Yuekai Zhang, Ziyan Jiang, Jesús Villalba et al.42 citations
  34. End-to-End Named Entity Recognition from English Speech ↗Hemant N. Yadav, Sreyan Ghosh, Yi Yu et al.42 citations
  35. JDI-T: Jointly Trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment ↗Dan Lim, Won Jang, O Gyeonghwan et al.42 citations
  36. Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR ↗Thilo von Neumann, Christoph Boeddeker, Lukas Drude et al.42 citations
  37. Multiscale System for Alzheimer’s Dementia Recognition Through Spontaneous Speech ↗Erik Edwards, Charles Dognin, Bajibabu Bollepalli et al.42 citations
  38. Self-Supervised Representations Improve End-to-End Speech Translation ↗Anne Wu, Changhan Wang, Juan Pino et al.42 citations
  39. Semi-Supervised ASR by End-to-End Self-Training ↗Yang Chen, Weiran Wang, Chao Wang42 citations
  40. Voice Conversion Based Data Augmentation to Improve Children’s Speech Recognition in Limited Data Scenario ↗Syed Shahnawazuddin, Nagaraj Adiga, K. Ritheesh Kumar et al.42 citations
  41. A New Training Pipeline for an Improved Neural Transducer ↗Albert Zeyer, André Merboldt, Ralf Schlüter et al.41 citations
  42. Neural Architecture Search for Keyword Spotting ↗Tong Mo, Yakun Yu, Mohammad Salameh et al.41 citations
  43. Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision ↗Soo-Whan Chung, Hong-Goo Kang, Joon Son Chung41 citations
  44. Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution ↗Ximin Li, Xiaodong Wei, Xiaowei Qin41 citations
  45. A Lightweight Model Based on Separable Convolution for Speech Emotion Recognition ↗Ying Zhong, Ying Hu, Hao Ming Huang et al.40 citations
  46. An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone ModelingBi-Cheng Yan, Meng-Che Wu, Hsiao-Tsung Hung et al.40 citations · our summary
  47. Improving Multi-Scale Aggregation Using Feature Pyramid Module for Robust Speaker Verification of Variable-Duration Utterances ↗Youngmoon Jung, Seong Min Kye, Yeunju Choi et al.40 citations
  48. Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition ↗Ye Bai, Jiangyan Yi, Jianhua Tao et al.40 citations
  49. x-Vectors Meet Adversarial Attacks: Benchmarking Adversarial Robustness in Speaker Verification ↗Jesús Villalba, Yuekai Zhang, Najim Dehak40 citations
  50. A Recursive Network with Dynamic Attention for Monaural Speech Enhancement ↗Andong Li, Chengshi Zheng, Cunhang Fan et al.39 citations
  51. Enhancing Monotonic Multihead Attention for Streaming ASR ↗Hirofumi Inaguma, Masato Mimura, Tatsuya Kawahara39 citations
  52. Insertion-Based Modeling for End-to-End Automatic Speech Recognition ↗Yuya Fujita, Shinji Watanabe, Motoi Omachi et al.39 citations
  53. Investigating Self-Supervised Pre-Training for End-to-End Speech Translation ↗Ha Nguyen, Fethi Bougares, Natalia Tomashenko et al.39 citations
  54. On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems ↗Zhuohuang Zhang, Chengyun Deng, Yi Shen et al.39 citations
  55. Class LM and Word Mapping for Contextual Biasing in End-to-End ASR ↗Rongqing Huang, Ossama Abdel‐Hamid, Xinwei Li et al.38 citations
  56. Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus ↗Cal Peyser, Sepand Mavandadi, Tara N. Sainath et al.38 citations
  57. Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition ↗Xinyuan Zhou, Emre Yılmaz, Yanhua Long et al.38 citations
  58. A Federated Approach in Training Acoustic Models ↗Dimitrios Dimitriadis, Kenichi Kumatani, Robert Gmyr et al.37 citations
  59. ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification ↗Ruiteng Zhang, Jianguo Wei, Wenhuan Lu et al.37 citations
  60. Augmenting Generative Adversarial Networks for Speech Emotion Recognition ↗Siddique Latif, Muhammad Asim, Rajib Kumar Rana et al.37 citations
  61. DurIAN-SC: Duration Informed Attention Network Based Singing Voice Conversion System ↗Liqiang Zhang, Chengzhu Yu, Heng Lu et al.37 citations
  62. Neural Speech Separation Using Spatially Distributed Microphones ↗Dongmei Wang, Zhuo Chen, Takuya Yoshioka37 citations
  63. Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces ↗Milind Rao, Anirudh Raju, Pranav Dheram et al.37 citations
  64. The INTERSPEECH 2020 Far-Field Speaker Verification Challenge ↗Xiaoyi Qin, Ming Li, Hui Bu et al.37 citations
  65. The MSP-Conversation Corpus ↗Luz Martinez-Lucas, Mohammed Abdelwahab, Carlos Busso37 citations
  66. ASR Error Correction with Augmented Transformer for Entity Retrieval ↗Haoyu Wang, Shuyan Dong, Yue Liu et al.36 citations
  67. Hide and Speak: Towards Deep Neural Networks for Speech Steganography ↗Felix Kreuk, Yossi Adi, Bhiksha Raj et al.36 citations
  68. SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition ↗Zhifu Gao, Shiliang Zhang, Ming Lei et al.36 citations
  69. X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network ↗Zining Zhang, Bingsheng He, Zhenjie Zhang36 citations
  70. Deep Speech Inpainting of Time-Frequency Masks ↗Mikolaj Kegler, Pierre Beckmann, Miloš Cerňak35 citations
  71. Noisy-Reverberant Speech Enhancement Using DenseUNet with Time-Frequency Attention ↗Yan Zhao, DeLiang Wang35 citations
  72. Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition ↗Hieu Duy Nguyen, Anastasios Alexandridis, Athanasios Mouchtaris35 citations
  73. The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge ↗Anna Pompili, Thomas Rolland, Alberto Abad35 citations
  74. Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition ↗Zheng Lian, Jianhua Tao, Bin Liu et al.34 citations
  75. Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition ↗Siddique Latif, Rajib Kumar Rana, Sara Khalifa et al.34 citations
  76. Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces ↗Frank Zhang, Yongqiang Wang, Xiaohui Zhang et al.34 citations
  77. Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning ↗Pavel Denisov, Ngoc Thang Vu34 citations
  78. Relative Positional Encoding for Speech Recognition and Direct Translation ↗Ngoc-Quan Pham, Thanh-Le Ha, Tuan Nam Nguyen et al.34 citations
  79. SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition ↗Xingchen Song, Zhiyong Wu, Yiheng Huang et al.34 citations
  80. TTS Skins: Speaker Conversion via ASR ↗Adam Polyak, Lior Wolf, Yaniv Taigman34 citations
  81. Automatic Speech Recognition Benchmark for Air-Traffic Communications ↗Juan Zuluaga-Gómez, Petr Motlíček, Qingran Zhan et al.33 citations
  82. Data Efficient Voice Cloning from Noisy Samples with Domain Adversarial Training ↗Jian Cong, Shan Yang, Lei Xie et al.33 citations
  83. Empirical Interpretation of Speech Emotion Perception with Attention Based Model for Speech Emotion Recognition ↗Md Asif Jalal, Rosanna Milner, Thomas Hain33 citations
  84. Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection ↗Zhehuai Chen, Andrew Rosenberg, Yu Zhang et al.33 citations
  85. Neural Spatio-Temporal Beamformer for Target Speech Separation ↗Yong Xu, Meng Yu, Shi-Xiong Zhang et al.33 citations
  86. Understanding Racial Disparities in Automatic Speech Recognition: The Case of Habitual “be” ↗Joshua Martin, Kevin Tang33 citations
  87. Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs ↗Nicolae-Cătălin Ristea, Radu Tudor Ionescu32 citations
  88. DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation ↗Yi‐Chen Chen, Jui-Yang Hsu, Cheng‐Kuang Lee et al.32 citations
  89. Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning ↗Haibin Wu, Andy T. Liu, Hung-yi Lee32 citations
  90. End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming ↗Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang et al.32 citations
  91. Semi-Supervised Learning with Data Augmentation for End-to-End ASR ↗Felix Johannes Weninger, Franco Mana, Roberto Gemello et al.32 citations
  92. ASR-Free Pronunciation Assessment ↗Sitong Cheng, Zhixin Liu, Lantian Li et al.31 citations
  93. Deep Convolutional Spiking Neural Networks for Keyword Spotting ↗Emre Yılmaz, Özgür Bora Gevrek, Jibin Wu et al.31 citations
  94. Developing an Open-Source Corpus of Yoruba Speech ↗Alexander Gutkin, İşin Demirşahin, Oddur Kjartansson et al.31 citations
  95. Dysarthria Detection and Severity Assessment Using Rhythm-Based Metrics ↗Abner Hernandez, Eun Jung Yeo, Sun‐Hee Kim et al.31 citations
  96. Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency ↗Matt Whitehill, Shuang Ma, Daniel McDuff et al.31 citations
  97. Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder ↗Vipula Dissanayake, Haimo Zhang, Mark Billinghurst et al.31 citations
  98. Transfer Learning Approaches for Streaming End-to-End Speech Recognition System ↗Vikas Joshi, Rui Zhao, Rupesh Mehta et al.31 citations
  99. Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization ↗Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh et al.31 citations
  100. Wav2Spk: A Simple DNN Architecture for Learning Speaker Embeddings from Waveforms ↗Weiwei Lin, Man‐Wai Mak31 citations

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