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Interspeech 2019: all accepted papers

914 papers · page 1 of 10 · the most cited first · ← Interspeech 2019

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  1. SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionDaniel Park, William Chan, Yu Zhang et al.3,499 citations · our summary
  2. wav2vec: Unsupervised Pre-Training for Speech Recognition ↗Steffen Schneider, Alexei Baevski, Ronan Collobert et al.1,262 citations
  3. LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech ↗Heiga Zen, Viet Dang, Rob Clark et al.752 citations
  4. ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection ↗Massimiliano Todisco, Xin Wang, Ville Vestman et al.683 citations
  5. VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking ↗Quan Wang, Hannah Muckenhirn, Kirk Wilson et al.358 citations
  6. An Unsupervised Autoregressive Model for Speech Representation Learning ↗Yu-An Chung, Wei-Ning Hsu, Hao Tang et al.357 citations
  7. WHAM!: Extending Speech Separation to Noisy Environments ↗Gordon Wichern, Joe Antognini, Michael Flynn et al.338 citations
  8. Speech Model Pre-Training for End-to-End Spoken Language Understanding ↗Loren Lugosch, Mirco Ravanelli, Patrick Ignoto et al.272 citations
  9. MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion ↗Chen-Chou Lo, Szu‐Wei Fu, Wen-Chin Huang et al.256 citations
  10. STC Antispoofing Systems for the ASVspoof2019 Challenge ↗Galina Lavrentyeva, Sergey Novoselov, Tseren Andzhukaev et al.245 citations
  11. Jasper: An End-to-End Convolutional Neural Acoustic Model ↗Jason Li, Vitaly Lavrukhin, Boris Ginsburg et al.243 citations
  12. End-to-End Neural Speaker Diarization with Permutation-Free Objectives ↗Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi et al.238 citations
  13. One-Shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization ↗Ju-Chieh Chou, Hung-yi Lee232 citations
  14. Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks ↗Santiago Pascual, Mirco Ravanelli, Joan Serrà et al.219 citations
  15. Improving Transformer-Based End-to-End Speech Recognition with Connectionist Temporal Classification and Language Model Integration ↗Shigeki Karita, Nelson Yalta, Shinji Watanabe et al.212 citations
  16. Deep Residual Neural Networks for Audio Spoofing Detection ↗Moustafa Alzantot, Ziqi Wang, Mani B. Srivastava210 citations
  17. Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations ↗Karthik Gopalakrishnan, Behnam Hedayatnia, Qinlang Chen et al.204 citations
  18. Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms ↗Kevin Kilgour, Mauricio Zuluaga, Dominik Roblek et al.197 citations
  19. Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model ↗Jia Ye, Ron J. Weiss, Fadi Biadsy et al.184 citations
  20. Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning ↗Yuanchao Li, Tianyu Zhao, Tatsuya Kawahara180 citations
  21. The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines ↗Neville Ryant, Kenneth Church, Christopher Cieri et al.179 citations
  22. Very Deep Self-Attention Networks for End-to-End Speech Recognition ↗Ngoc-Quan Pham, Thai‐Son Nguyen, Jan Niehues et al.173 citations
  23. Language Modeling with Deep Transformers ↗Kazuki Irie, Albert Zeyer, Ralf Schlüter et al.170 citations
  24. Learning Alignment for Multimodal Emotion Recognition from Speech ↗Haiyang Xu, Hui Zhang, Kun Han et al.170 citations
  25. Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning ↗Yu Zhang, Ron J. Weiss, Heiga Zen et al.170 citations
  26. Speech Denoising with Deep Feature Losses ↗François G. Germain, Qifeng Chen, Vladlen Koltun167 citations
  27. Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices ↗Seungwoo Choi, Seokjun Seo, Beomjun Shin et al.163 citations
  28. RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification ↗Jee-weon Jung, Hee-Soo Heo, Ju-ho Kim et al.161 citations
  29. ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks ↗Cheng-I Lai, Nanxin Chen, Jesús Villalba et al.155 citations
  30. Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model ↗Anjuli Kannan, Arindrima Datta, Tara N. Sainath et al.155 citations
  31. Data Augmentation Using GANs for Speech Emotion Recognition ↗Aggelina Chatziagapi, Georgios Paraskevopoulos, Dimitris Sgouropoulos et al.154 citations
  32. Large-Scale Visual Speech Recognition ↗Brendan Shillingford, Yannis Assael, Matthew W. Hoffman et al.154 citations
  33. StarGAN-VC2: Rethinking Conditional Methods for StarGAN-Based Voice Conversion ↗Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka et al.154 citations
  34. End-to-End Speech Translation with Knowledge Distillation ↗Yuchen Liu, Hao Xiong, Jiajun Zhang et al.150 citations
  35. A Scalable Noisy Speech Dataset and Online Subjective Test Framework ↗Chandan K. A. Reddy, Ebrahim Beyrami, Jamie Pool et al.145 citations
  36. RWTH ASR Systems for LibriSpeech: Hybrid vs Attention ↗Christoph Lüscher, Eugen Beck, Kazuki Irie et al.144 citations
  37. Large Margin Softmax Loss for Speaker Verification ↗Yi Liu, Liang Ju He, Jia Liu135 citations
  38. Shallow-Fusion End-to-End Contextual Biasing ↗Ding Xuan Zhao, Tara N. Sainath, David Rybach et al.133 citations
  39. Self-Attention for Speech Emotion Recognition ↗Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis126 citations
  40. Direct Modelling of Speech Emotion from Raw Speech ↗Siddique Latif, Rajib Kumar Rana, Sara Khalifa et al.123 citations
  41. Two-Pass End-to-End Speech Recognition ↗Tara N. Sainath, Ruoming Pang, David Rybach et al.123 citations
  42. Adapting Transformer to End-to-End Spoken Language Translation ↗Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi121 citations
  43. Universal Adversarial Perturbations for Speech Recognition Systems ↗Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey et al.121 citations
  44. Self Multi-Head Attention for Speaker Recognition ↗Miquel India, Pooyan Safari, Javier Hernando117 citations
  45. Personalizing ASR for Dysarthric and Accented Speech with Limited Data ↗Joel Shor, Dotan Emanuel, Oran Lang et al.114 citations
  46. BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer ↗Guan-Lin Chao, Ian Richard Lane109 citations
  47. Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation ↗Fadi Biadsy, Ron J. Weiss, Pedro J. Moreno et al.107 citations
  48. Ensemble Models for Spoofing Detection in Automatic Speaker Verification ↗Bhusan Chettri, Daniel Stoller, Veronica Morfi et al.103 citations
  49. Joint Speech Recognition and Speaker Diarization via Sequence Transduction ↗Laurent El Shafey, Hagen Soltau, Izhak Shafran J103 citations
  50. Learning Speaker Representations with Mutual Information ↗Mirco Ravanelli, Yoshua Bengio96 citations
  51. LSTM Based Similarity Measurement with Spectral Clustering for Speaker Diarization ↗Qingjian Lin, Ruiqing Yin, Ming Li et al.93 citations
  52. Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information ↗Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang et al.93 citations
  53. The Zero Resource Speech Challenge 2019: TTS Without T ↗Ewan Dunbar, Robin Algayres, Julien Karadayi et al.93 citations
  54. State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18 ↗Jesús Villalba, Nanxin Chen, David Snyder et al.90 citations
  55. CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages ↗Kyubyong Park, Thomas Mulc89 citations
  56. A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation ↗Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu et al.88 citations
  57. Recursive Speech Separation for Unknown Number of Speakers ↗Naoya Takahashi, Parthasaarathy Sudarsanam, Nabarun Goswami et al.87 citations
  58. Towards Achieving Robust Universal Neural Vocoding ↗Jaime Lorenzo-Trueba, Thomas Drugman A, Javier Latorre et al.87 citations
  59. Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition ↗Jack Parry, Dimitri Palaz, Georgia Clarke et al.85 citations
  60. A Real-Time Wideband Neural Vocoder at 1.6kb/s Using LPCNet ↗Jean-Marc Valin, Jan Skoglund82 citations
  61. CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition ↗Fang Bao, Michael Neumann, Ngoc Thang Vu82 citations
  62. HyST: A Hybrid Approach for Flexible and Accurate Dialogue State Tracking ↗Rahul Goel, Shachi Paul, Dilek Zeynep Hakkani-Tür82 citations
  63. A Light Convolutional GRU-RNN Deep Feature Extractor for ASV Spoofing Detection ↗Alejandro Gomez-Alanis, Antonio M. Peinado, José A. González et al.81 citations
  64. Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference? ↗Alexandra Markó, M. Bartók, Tamás Gábor Csapó et al.81 citations
  65. VoiceID Loss: Speech Enhancement for Speaker Verification ↗Suwon Shon, Hao Tang, James Glass81 citations
  66. Multi-Stream Network with Temporal Attention for Environmental Sound Classification ↗Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff79 citations
  67. On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition ↗Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham et al.79 citations
  68. Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions ↗Awni Hannun, Ann Lee, Qiantong Xu et al.79 citations
  69. Robust Sequence-to-Sequence Acoustic Modeling with Stepwise Monotonic Attention for Neural TTS ↗Mutian He, Yan Deng, Lei He76 citations
  70. A Deep Neural Network for Short-Segment Speaker Recognition ↗Amirhossein Hajavi, Ali Etemad75 citations
  71. Nonparallel Emotional Speech Conversion ↗Jian Gao, Deep Chakraborty, Hamidou Tembiné et al.73 citations
  72. End-to-End Text-to-Speech for Low-Resource Languages by Cross-Lingual Transfer Learning ↗Yuan-Jui Chen, Tao Tu, Cheng-chieh Yeh et al.72 citations
  73. Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition ↗Ziping Zhao, Zhongtian Bao, Zixing Zhang et al.71 citations
  74. Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions ↗Hao Zhang, Ke Tan, DeLiang Wang70 citations
  75. A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews ↗Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen et al.69 citations
  76. Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation ↗Ching-Ting Chang, Shun-Po Chuang, Hung-yi Lee69 citations
  77. Self-Attention Transducers for End-to-End Speech Recognition ↗Zhengkun Tian, Jiangyan Yi, Jianhua Tao et al.69 citations
  78. Non-Parallel Voice Conversion with Cyclic Variational Autoencoder ↗Patrick Lumban Tobing, Yi-Chiao Wu, Tomoki Hayashi et al.68 citations
  79. Adversarially Trained End-to-End Korean Singing Voice Synthesis System ↗Juheon Lee, Hyeong-Seok Choi, Chang-Bin Jeon et al.66 citations
  80. Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System ↗Zhifu Gao, Yan Song, Ian Vince McLoughlin et al.66 citations
  81. Does the Lombard Effect Improve Emotional Communication in Noise? — Analysis of Emotional Speech Acted in Noise ↗Yi Hong Zhao, Atsushi Ando, Shinji Takaki et al.65 citations
  82. Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition ↗Md Asif Jalal, Erfan Loweimi, Roger K. Moore et al.65 citations
  83. The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion ↗Weicheng Cai, Haiwei Wu, Danwei Cai et al.65 citations
  84. VQVAE Unsupervised Unit Discovery and Multi-Scale Code2Spec Inverter for Zerospeech Challenge 2019 ↗Andros Tjandra, Berrak Şişman, Mingyang Zhang et al.65 citations
  85. Fine-Grained Robust Prosody Transfer for Single-Speaker Neural Text-To-Speech ↗Viacheslav Klimkov, Srikanth Ronanki, Jonas Rohnke et al.64 citations
  86. The 2018 NIST Speaker Recognition Evaluation ↗Seyed Omid Sadjadi, Craig S. Greenberg, Elliot Singer et al.64 citations
  87. Bayesian HMM Based x-Vector Clustering for Speaker Diarization ↗Mireia Díez, Lukáš Burget, Shuai Wang et al.63 citations
  88. Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge ↗Hossein Zeinali, Themos Stafylakis, Georgia Athanasopoulou et al.62 citations
  89. Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR ↗Naoyuki Kanda, Christoph Boeddeker, Jens Heitkaemper et al.62 citations
  90. SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning ↗Pramit Saha, Muhammad Abdul-Mageed, Sidney Fels62 citations
  91. Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function ↗Jianfeng Zhou, Tao Jiang, Zheng Li et al.60 citations
  92. Cross-Lingual, Multi-Speaker Text-To-Speech Synthesis Using Neural Speaker Embedding ↗Mengnan Chen, Minchuan Chen, Shuang Liang et al.59 citations
  93. Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts ↗Jilt Sebastian, Piero Pierucci59 citations
  94. Multimodal SpeakerBeam: Single Channel Target Speech Extraction with Audio-Visual Speaker Clues ↗Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita et al.58 citations
  95. Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text ↗Murali Karthick Baskar, Shinji Watanabe, Ramón Fernández Astudillo et al.57 citations
  96. Adversarial Black-Box Attacks on Automatic Speech Recognition Systems Using Multi-Objective Evolutionary Optimization ↗Shreya Khare, Rahul Aralikatte, Senthil Mani56 citations
  97. An Improved Goodness of Pronunciation (GoP) Measure for Pronunciation Evaluation with DNN-HMM System Considering HMM Transition Probabilities ↗Sweekar Sudhakara, Manoj Kumar Ramanathi, Chiranjeevi Yarra et al.56 citations
  98. Joint Training Framework for Text-to-Speech and Voice Conversion Using Multi-Source Tacotron and WaveNet ↗Mingyang Zhang, Xin Wang, Fuming Fang et al.56 citations
  99. The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity ↗Björn Wolfgang Schuller, Anton M. Batliner, Christian Bergler et al.56 citations
  100. Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement ↗Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner et al.56 citations

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