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Interspeech 2020: all accepted papers

1,030 papers · page 3 of 11 · the most cited first · ← Interspeech 2020

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  1. ATCSpeech: A Multilingual Pilot-Controller Speech Corpus from Real Air Traffic Control Environment ↗Bo Yang, Xianlong Tan, Zhengmao Chen et al.30 citations
  2. Accurate Detection of Wake Word Start and End Using a CNN ↗Christin Jose, Yuriy Mishchenko, Thibaud Sénéchal et al.30 citations
  3. Adversarial Domain Adaptation for Speaker Verification Using Partially Shared Network ↗Zhengyang Chen, Shuai Wang, Yanmin Qian30 citations
  4. Multimodal Sign Language Recognition via Temporal Deformable Convolutional Sequence Learning ↗Katerina Papadimitriou, Gerasimos Potamianos30 citations
  5. Unsupervised Audio Source Separation Using Generative Priors ↗Vivek Narayanaswamy, Jayaraman J. Thiagarajan, Rushil Anirudh et al.30 citations
  6. Vocoder-Based Speech Synthesis from Silent Videos ↗Daniel Michelsanti, Olga Slizovskaia, Gloria Haro et al.30 citations
  7. Atss-Net: Target Speaker Separation via Attention-Based Neural Network ↗Tingle Li, Qingjian Lin, Yuanyuan Bao et al.29 citations
  8. Face2Speech: Towards Multi-Speaker Text-to-Speech Synthesis Using an Embedding Vector Predicted from a Face Image ↗Shunsuke Goto, Kotaro Onishi, Yuki Saito et al.29 citations
  9. Improving the Prosody of RNN-Based English Text-To-Speech Synthesis by Incorporating a BERT Model ↗Tom Kenter, Manish Kumar Sharma, Rob Clark29 citations
  10. Listen, Watch and Understand at the Cocktail Party: Audio-Visual-Contextual Speech Separation ↗Chenda Li, Yanmin Qian29 citations
  11. Lite Audio-Visual Speech Enhancement ↗Shang-Yi Chuang, Yu Tsao, Chen-Chou Lo et al.29 citations
  12. Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection ↗Danni Liu, Gerasimos Spanakis, Jan Niehues29 citations
  13. Perception of Concatenative vs. Neural Text-To-Speech (TTS): Differences in Intelligibility in Noise and Language Attitudes ↗Michelle Cohn, Georgia Zellou29 citations
  14. Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions ↗Dipjyoti Paul, Yannis Pantazis, Yannis Stylianou29 citations
  15. Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition ↗Shiliang Zhang, Zhifu Gao, Haoneng Luo et al.29 citations
  16. Transformer-Based Long-Context End-to-End Speech Recognition ↗Takaaki Hori, Niko Moritz, Chiori Hori et al.29 citations
  17. A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection ↗Wenqi Wei, Jianzong Wang, Jiteng Ma et al.28 citations
  18. Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks ↗Zheng Lian, Jianhua Tao, Bin Liu et al.28 citations
  19. Enhancing Intelligibility of Dysarthric Speech Using Gated Convolutional-Based Voice Conversion System ↗Chen-Yu Chen, Wei-Zhong Zheng, Syu‐Siang Wang et al.28 citations
  20. Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges ↗Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov et al.28 citations
  21. Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting ↗Théodore Bluche, Thibault Gisselbrecht28 citations
  22. Ultrasound-Based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis ↗Tamás Gábor Csapó, Csaba Zainkó, László Tóth et al.28 citations
  23. A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning ↗Sameer Khurana, Antoine Laurent, Wei-Ning Hsu et al.27 citations
  24. Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs ↗Zhaocheng Huang, Julien Epps, Dale Joachim et al.27 citations
  25. Dynamic Prosody Generation for Speech Synthesis Using Linguistics-Driven Acoustic Embedding Selection ↗Shubhi Tyagi, Marco Nicolis, Jonas Rohnke et al.27 citations
  26. Emitting Word Timings with End-to-End Models ↗Tara N. Sainath, Ruoming Pang, David Rybach et al.27 citations
  27. Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation ↗Changhan Wang, Juan Pino, Jiatao Gu27 citations
  28. Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals ↗Siqi Cai, Enze Su, Yonghao Song et al.27 citations
  29. Multimodal Speech Emotion Recognition Using Cross Attention with Aligned Audio and Text ↗Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung27 citations
  30. Towards Automatic Assessment of Voice Disorders: A Clinical Approach ↗Purva Barche, Krishna Gurugubelli, Anil Kumar Vuppala27 citations
  31. Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System ↗Mandar Gogate, Kia K. Dashtipour, Amir Hussain27 citations
  32. ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition ↗Jing Samantha Pan, Joshua Shapiro, Jeremy Wohlwend et al.26 citations
  33. CAT: A CTC-CRF Based ASR Toolkit Bridging the Hybrid and the End-to-End Approaches Towards Data Efficiency and Low Latency ↗Keyu An, Hongyu Xiang, Zhijian Ou26 citations
  34. Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset ↗Jonathan Clayton, Scott Wellington, Cassia Valentini-Botinhao et al.26 citations
  35. GAN-Based Data Generation for Speech Emotion Recognition ↗Şefik Emre Eskimez, Dimitrios Dimitriadis, Robert Gmyr et al.26 citations
  36. Hierarchical Multi-Grained Generative Model for Expressive Speech Synthesis ↗Yukiya Hono, Kazuna Tsuboi, Kei Braz Sawada et al.26 citations
  37. Improved Speech Enhancement Using TCN with Multiple Encoder-Decoder Layers ↗Vinith Kishore, Nitya Tiwari, Periyasamy Paramasivam26 citations
  38. Improving Speech Emotion Recognition Using Graph Attentive Bi-Directional Gated Recurrent Unit Network ↗Bo-Hao Su, Chun-Min Chang, Yun-Shao Lin et al.26 citations
  39. Multilingual Speech Recognition with Self-Attention Structured Parameterization ↗Yun Zhu, Parisa Haghani, Anshuman Tripathi et al.26 citations
  40. Neural Homomorphic Vocoder ↗Zhijun Liu, Kuan Chen, Kai Yu26 citations
  41. Parkinson’s Disease Detection from Speech Using Single Frequency Filtering Cepstral Coefficients ↗Sudarsana Reddy Kadiri, Rashmi Kethireddy, Paavo Alku26 citations
  42. Raw Speech Waveform Based Classification of Patients with ALS, Parkinson’s Disease and Healthy Controls Using CNN-BLSTM ↗Jhansi Mallela, Aravind Illa, Yamini Keshavaprasad Belur et al.26 citations
  43. Speech Pseudonymisation Assessment Using Voice Similarity Matrices ↗‪Paul-Gauthier Noé‬, Jean-François Bonastre, Driss Matrouf et al.26 citations
  44. g2pM: A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset ↗Kyubyong Park, Seanie Lee26 citations
  45. Adaptive Neural Speech Enhancement with a Denoising Variational Autoencoder ↗Yoshiaki Bando, Kouhei Sekiguchi, Kazuyoshi Yoshii25 citations
  46. An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition ↗Weiran Wang, Guangsen Wang, Aadyot Bhatnagar et al.25 citations
  47. Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling ↗Yeunju Choi, Youngmoon Jung, Hoirin Kim25 citations
  48. High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency ↗Nikolaos Ellinas, Georgios Vamvoukakis, Κωνσταντίνος Μαρκόπουλος et al.25 citations
  49. Learning Fast Adaptation on Cross-Accented Speech Recognition ↗Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu et al.25 citations
  50. Phonological Features for 0-Shot Multilingual Speech Synthesis ↗Marlene Staib, Tian Huey Teh, Alexandra Torresquintero et al.25 citations
  51. SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping ↗Vinay Kothapally, Wei Xia, Shahram Ghorbani et al.25 citations
  52. Surfboard: Audio Feature Extraction for Modern Machine Learning ↗Raphael Lenain, Jack Weston, Abhishek Shivkumar et al.25 citations
  53. That Sounds Familiar: An Analysis of Phonetic Representations Transfer Across Languages ↗Piotr Żelasko, Laureano Moro-Velázquez, Mark Hasegawa‐Johnson et al.25 citations
  54. Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge ↗Andros Tjandra, Sakriani Sakti, Satoshi Nakamura25 citations
  55. Understanding Self-Attention of Self-Supervised Audio Transformers ↗Shu-Wen Yang, Andy T. Liu, Hung-yi Lee25 citations
  56. Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages ↗Haitong Zhang, Yue Lin25 citations
  57. Dynamic Margin Softmax Loss for Speaker Verification ↗Dao Zhou, Longbiao Wang, Kong Aik Lee et al.24 citations
  58. Evaluating and Optimizing Prosodic Alignment for Automatic Dubbing ↗Marcello Federico, Yogesh S. Virkar, Robert Enyedi et al.24 citations
  59. Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech ↗Monica Sunkara, Srikanth Ronanki, Dhanush Bekal et al.24 citations
  60. Phase-Aware Music Super-Resolution Using Generative Adversarial Networks ↗Shichao Hu, Bin Zhang, Beici Liang et al.24 citations
  61. PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR ↗Yiwen Shao, Yiming Wang, Daniel Povey et al.24 citations
  62. Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation ↗Won Ik Cho, Donghyun Kwak, Ji Won Yoon et al.24 citations
  63. Towards Natural Bilingual and Code-Switched Speech Synthesis Based on Mix of Monolingual Recordings and Cross-Lingual Voice Conversion ↗Shengkui Zhao, Trung Hieu Nguyen, Hao Wang et al.24 citations
  64. Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection ↗Yefei Chen, Heinrich Dinkel, Mengyue Wu et al.24 citations
  65. WISE: Word-Level Interaction-Based Multimodal Fusion for Speech Emotion Recognition ↗Guang Shen, Riwei Lai, Rui Chen et al.24 citations
  66. A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals ↗Xuan Dong, Donald S. Williamson23 citations
  67. Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation ↗Mehmet Turan, Emmanuel Vincent A, Denis Jouvet23 citations
  68. Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition ↗Zhengjun Yue, Heidi Christensen, Jon Barker23 citations
  69. Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning ↗Han Tong, Hamid Sharifzadeh, Ian Vince McLoughlin23 citations
  70. Channel-Wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music ↗Haohe Liu, Lei Xie, Jian Wu et al.23 citations
  71. Continual Learning in Automatic Speech Recognition ↗Samik Sadhu, Hynek Hermansky B23 citations
  72. Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion ↗Dipjyoti Paul, Muhammed P.V. Shifas, Yannis Pantazis et al.23 citations
  73. Improving End-to-End Speech-to-Intent Classification with Reptile ↗Yusheng Tian, Philip John Gorinski23 citations
  74. Intra-Class Variation Reduction of Speaker Representation in Disentanglement Framework ↗Yoohwan Kwon, Soo-Whan Chung, Hong-Goo Kang23 citations
  75. Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification Using CTC-Based Soft VAD and Global Query Attention ↗Myunghun Jung, Youngmoon Jung, Jahyun Goo et al.23 citations
  76. Multimodal Target Speech Separation with Voice and Face References ↗Leyuan Qu, Cornelius Weber, Stefan Wermter23 citations
  77. NAAGN: Noise-Aware Attention-Gated Network for Speech Enhancement ↗Feng Deng, Tao Jiang, Xiaorui Wang et al.23 citations
  78. Nonparallel Emotional Speech Conversion Using VAE-GAN ↗Yuexin Cao, Zhengchen Liu, Minchuan Chen et al.23 citations
  79. Online Monaural Speech Enhancement Using Delayed Subband LSTM ↗Xiaofei Li, Radu Horaud23 citations
  80. Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias ↗Mufan Sang, Wei Xia, John H. L. Hansen23 citations
  81. POCO: A Voice Spoofing and Liveness Detection Corpus Based on Pop Noise ↗Kosuke Akimoto, Seng Pei Liew, Sakiko Mishima et al.23 citations
  82. Sub-Band Knowledge Distillation Framework for Speech Enhancement ↗Xiang Hao, Shixue Wen, Xiangdong Su et al.23 citations
  83. Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation ↗Jiaxing Liu, Zhilei Liu, Longbiao Wang et al.23 citations
  84. Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics ↗Okko Johannes Räsänen, María Andrea Cruz Blandón23 citations
  85. Utterance Confidence Measure for End-to-End Speech Recognition with Applications to Distributed Speech Recognition Scenarios ↗Ankur Kumar, Sachin Singh, Dhananjaya Gowda et al.23 citations
  86. Vector-Based Attentive Pooling for Text-Independent Speaker Verification ↗Yanfeng Wu, Chenkai Guo, Hongcan Gao et al.23 citations
  87. Voice Conversion Using Speech-to-Speech Neuro-Style Transfer ↗Ehab A. AlBadawy, Siwei Lyu23 citations
  88. X-Vector Singular Value Modification and Statistical-Based Decomposition with Ensemble Regression Modeling for Speaker Anonymization System ↗Candy Olivia Mawalim, Kasorn Galajit, Jessada Karnjana et al.23 citations
  89. An Effective End-to-End Modeling Approach for Mispronunciation Detection ↗Tien-Hong Lo, Shi-Yan Weng, Hsiu-Jui Chang et al.22 citations
  90. Automatic Prediction of Speech Intelligibility Based on X-Vectors in the Context of Head and Neck Cancer ↗Sebastião Quintas, Julie Mauclair, Virginie Woisard et al.22 citations
  91. Automatic Scoring at Multi-Granularity for L2 Pronunciation ↗Binghuai Lin, Liyuan Wang, Xiaoli Feng et al.22 citations
  92. Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS? ↗Erica Cooper, Cheng-I Lai, Yusuke Yasuda et al.22 citations
  93. DNN No-Reference PSTN Speech Quality Prediction ↗Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi et al.22 citations
  94. End-to-End Multi-Look Keyword Spotting ↗Meng Yu, Xuan Ji, Bo Wu et al.22 citations
  95. Evaluating the Reliability of Acoustic Speech Embeddings ↗Robin Algayres, Salah Zaiem, Benoît Sagot et al.22 citations
  96. Exploring MMSE Score Prediction Using Verbal and Non-Verbal Cues ↗Shahla Farzana, Natalie Parde22 citations
  97. Extended Study on the Use of Vocal Tract Variables to Quantify Neuromotor Coordination in Depression ↗Nadee Seneviratne, James R. Williamson, Adam C. Lammert et al.22 citations
  98. FeatherWave: An Efficient High-Fidelity Neural Vocoder with Multi-Band Linear Prediction ↗Qiao Tian, Zewang Zhang, Heng Lu et al.22 citations
  99. Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction ↗Yilin Pan, Bahman Mirheidari, Markus Reuber et al.22 citations
  100. Multimodal Deception Detection Using Automatically Extracted Acoustic, Visual, and Lexical Features ↗Jiaxuan Zhang, Sarah Ita Levitan, Julia Hirschberg22 citations

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