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Interspeech 2019: all accepted papers

914 papers · page 2 of 10 · the most cited first · ← Interspeech 2019

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  1. Unsupervised Singing Voice Conversion ↗Eliya Nachmani, Lior Wolf56 citations
  2. Speaker Augmentation and Bandwidth Extension for Deep Speaker Embedding ↗H. Yamamoto, Kong Aik Lee, Koji Okabe et al.55 citations
  3. Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks ↗Zhenyu Tang, John Kanu, Kevin Hogan et al.54 citations
  4. End-to-End Accented Speech Recognition ↗Thibault Viglino, Petr Motlíček, Miloš Cerňak53 citations
  5. Detecting Depression with Word-Level Multimodal Fusion ↗Morteza Rohanian, Julian Hough, Matthew Purver52 citations
  6. Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis ↗Tomoki Hayashi, Shinji Watanabe, Tomoki Toda et al.52 citations
  7. Replay Attack Detection with Complementary High-Resolution Information Using End-to-End DNN for the ASVspoof 2019 Challenge ↗Jee-weon Jung, Hye-jin Shim, Hee-Soo Heo et al.52 citations
  8. The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding ↗Andreas Nautsch, Catherine Jasserand, Els J. Kindt et al.52 citations
  9. Transformer Based Grapheme-to-Phoneme Conversion ↗Sevinj Yolchuyeva, Géza Németh, Bálint Gyires-Tóth52 citations
  10. Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks ↗Ryan Eloff, André Nortje, Benjamin van Niekerk et al.52 citations
  11. A Deep Residual Network for Large-Scale Acoustic Scene Analysis ↗Logan Ford, Hao Tang, François Grondin et al.51 citations
  12. An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models ↗Khe Chai Sim, Petr Zadrazil, Françoise Beaufays51 citations
  13. Building the Singapore English National Speech Corpus ↗Jia Xin Koh, Aqilah Mislan, Kevin Khoo et al.51 citations
  14. High Quality, Lightweight and Adaptable TTS Using LPCNet ↗Zvi Kons, Slava Shechtman, Alex Sorin et al.51 citations
  15. Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR ↗Zhehuai Chen, Mahaveer Jain, Yongqiang Wang et al.51 citations
  16. Long Range Acoustic Features for Spoofed Speech Detection ↗Rohan Kumar Das, Jichen Yang, Haizhou Li51 citations
  17. Online Hybrid CTC/Attention Architecture for End-to-End Speech Recognition ↗Haoran Miao, Gaofeng Cheng, Pengyuan Zhang et al.51 citations
  18. Noise Adaptive Speech Enhancement Using Domain Adversarial Training ↗Chien-Feng Liao, Yu Tsao, Hung-yi Lee et al.50 citations
  19. On the Usage of Phonetic Information for Text-Independent Speaker Embedding Extraction ↗Shuai Wang, Johan Rohdin, Lukáš Burget et al.50 citations
  20. Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech ↗Juan Camilo Vásquez-Correa, Philipp Klumpp, Juan Rafael Orozco‐Arroyave et al.50 citations
  21. The SJTU Robust Anti-Spoofing System for the ASVspoof 2019 Challenge ↗Yexin Yang, Hongji Wang, Heinrich Dinkel et al.49 citations
  22. Foreign Accent Conversion by Synthesizing Speech from Phonetic Posteriorgrams ↗Guanlong Zhao, Shaojin Ding, Ricardo Gutiérrez‐Osuna48 citations
  23. Language Learning Using Speech to Image Retrieval ↗Danny Merkx, Stefan L. Frank, Mirjam Ernestus48 citations
  24. Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation ↗Ryuichi Yamamoto, Eunwoo Song, Jae-Min Kim47 citations
  25. x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition ↗Daniel Garcia-Romero, David Snyder, Gregory Sell et al.47 citations
  26. Few-Shot Audio Classification with Attentional Graph Neural Networks ↗Shilei Zhang, Yong Qin, Kewei Sun et al.46 citations
  27. Self-Supervised Speaker Embeddings ↗Themos Stafylakis, Johan Rohdin, Oldřich Plchot et al.46 citations
  28. Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion ↗Hao Sun, Xu Tan, Jun-Wei Gan et al.46 citations
  29. Automatic Detection of Autism Spectrum Disorder in Children Using Acoustic and Text Features from Brief Natural Conversations ↗Sunghye Cho, Mark Liberman, Neville Ryant et al.45 citations
  30. Video-Driven Speech Reconstruction Using Generative Adversarial Networks ↗Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis et al.45 citations
  31. Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion ↗Shaojin Ding, Ricardo Gutiérrez‐Osuna44 citations
  32. The Airbus Air Traffic Control Speech Recognition 2018 Challenge: Towards ATC Automatic Transcription and Call Sign Detection ↗Thomas Pellegrini, Jérôme Farinas, Estelle Maryline Delpech et al.44 citations
  33. Variational Domain Adversarial Learning for Speaker Verification ↗Youzhi Tu, Man‐Wai Mak, Jen‐Tzung Chien44 citations
  34. A New GAN-Based End-to-End TTS Training Algorithm ↗Haohan Guo, Frank K. Soong, Lei He et al.43 citations
  35. A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification ↗Xiaoxiao Miao, Ian Vince McLoughlin, Yonghong Yan43 citations
  36. An Online Attention-Based Model for Speech Recognition ↗Ruchao Fan, Pan Zhou, Wei Chen et al.43 citations
  37. Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? ↗Brij Mohan Lal Srivastava, Aurélien Bellet, Marc Tommasi et al.43 citations
  38. Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding ↗Kai Zhen, Jongmo Sung, Mi Suk Lee et al.42 citations
  39. Deep Learning Based Mandarin Accent Identification for Accent Robust ASR ↗Felix Johannes Weninger, Yang Sun, Junho Park et al.41 citations
  40. Deep Sensing of Breathing Signal During Conversational Speech ↗Venkata Srikanth Nallanthighal, Aki Härmä, Helmer Strik41 citations
  41. Disentangling Style Factors from Speaker Representations ↗Jennifer A. Williams, Simon King41 citations
  42. Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale ↗Hanna Mazzawi, Xavi Gonzalvo, Aleksandar Kracun et al.41 citations
  43. Meeting Transcription Using Asynchronous Distant Microphones ↗Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke et al.41 citations
  44. Multi-Modal Learning for Speech Emotion Recognition: An Analysis and Comparison of ASR Outputs with Ground Truth Transcription ↗Saurabh Sahu, Vikramjit Mitra, Nadee Seneviratne et al.41 citations
  45. The VOiCES from a Distance Challenge 2019 ↗Mahesh Kumar Nandwana, Julien van Hout, Colleen Richey et al.41 citations
  46. UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition ↗Xiang Hao, Xiangdong Su, Zhiyu Wang et al.41 citations
  47. A Multi-Accent Acoustic Model Using Mixture of Experts for Speech Recognition ↗Abhinav Jain, Vishwanath Pratap Singh, Shakti P. Rath40 citations
  48. Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia ↗Charles C. Onu, Jonathan Lebensold, William L. Hamilton et al.40 citations
  49. On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters ↗Erfan Loweimi, Peter Bell, Steve J. Renals40 citations
  50. Speaker Adaptation for Attention-Based End-to-End Speech Recognition ↗Zhong Meng, Yashesh Gaur, Jinyu Li et al.40 citations
  51. Automatic Depression Level Detection via ℓp-Norm Pooling ↗Mingyue Niu, Jianhua Tao, Bin Liu et al.39 citations
  52. Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation ↗Gakuto Kurata, Kartik Audhkhasi39 citations
  53. Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation ↗Sheng Li, Raj Dabre, Xugang Lu et al.39 citations
  54. Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder ↗Naohiro Tawara, Tetsunori Kobayashi, Tetsuji Ogawa39 citations
  55. ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems ↗Yuan Gong, Jian Yang, Jacob Huber et al.39 citations
  56. Spontaneous Conversational Speech Synthesis from Found Data ↗Éva Székely, Gustav Eje Henter, Jonas Beskow et al.39 citations
  57. Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System ↗Chanwoo Kim, Minkyu Shin, Abhinav Garg et al.38 citations
  58. Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling ↗Grandee Lee, Xianghu Yue, Haizhou Li38 citations
  59. Who Said That?: Audio-Visual Speaker Diarisation of Real-World Meetings ↗Joon Son Chung, Bong‐Jin Lee, Icksang Han38 citations
  60. Convolutional Neural Network-Based Speech Enhancement for Cochlear Implant Recipients ↗Nursadul Mamun, Soheil Khorram, John H. L. Hansen37 citations
  61. Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation ↗Ziqiang Shi, Huibin Lin, Liu Liu et al.37 citations
  62. Deep Multitask Acoustic Echo Cancellation ↗Amin Fazel, Mostafa El‐Khamy, Jungwon Lee37 citations
  63. Improving Performance of End-to-End ASR on Numeric Sequences ↗Cal Peyser, Hao Zhang, Tara N. Sainath et al.37 citations
  64. Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech ↗Daniel Korzekwa, Roberto Barra-Chicote, Bożena Kostek et al.37 citations
  65. On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition ↗Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan et al.37 citations
  66. Open-Vocabulary Keyword Spotting with Audio and Text Embeddings ↗Niccolò Sacchi, Alexandre Nanchen, Martin Jaggi et al.37 citations
  67. Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis Through Audio Analysis ↗Noé Tits, Fengna Wang, Kevin El Haddad et al.37 citations
  68. Adversarial Regularization for End-to-End Robust Speaker Verification ↗Qing Wang, Pengcheng Guo, Sining Sun et al.36 citations
  69. Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech ↗Tobias Menne, Ilya Sklyar, Ralf Schlüter et al.36 citations
  70. Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition ↗Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima et al.36 citations
  71. Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition ↗Shuiyang Mao, P.C. Ching, Tan Lee36 citations
  72. Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation ↗John Gideon, Heather T. Schatten, Melvin G. McInnis et al.36 citations
  73. Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks ↗Hansi Yang, Wei-Qiang Zhang36 citations
  74. Noisy BiLSTM-Based Models for Disfluency Detection ↗Nguyễn Bách, Fei Huang36 citations
  75. Automatic Hierarchical Attention Neural Network for Detecting AD ↗Yilin Pan, Bahman Mirheidari, Markus Reuber et al.35 citations
  76. Improving ASR Systems for Children with Autism and Language Impairment Using Domain-Focused DNN Transfer Techniques ↗Robert C. Gale, Liu Chen, Jill K. Dolata et al.35 citations
  77. Conversational Emotion Analysis via Attention Mechanisms ↗Zheng Lian, Jianhua Tao, Bin Liu et al.34 citations
  78. Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification ↗Zhanghao Wu, Shuai Wang, Yanmin Qian et al.34 citations
  79. Gender De-Biasing in Speech Emotion Recognition ↗Cristina Gorrostieta, Reza Lotfian, Kye M. Taylor et al.34 citations
  80. Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering ↗Gene-Ping Yang, Chao-I Tuan, Hung-yi Lee et al.34 citations
  81. Target Speaker Extraction for Multi-Talker Speaker Verification ↗Wei Rao, Chenglin Xu, Eng Siong Chng et al.34 citations
  82. The JHU Speaker Recognition System for the VOiCES 2019 Challenge ↗David Snyder, Jesús Villalba, Nanxin Chen et al.34 citations
  83. A Study of x-Vector Based Speaker Recognition on Short Utterances ↗Ahilan Kanagasundaram, Sridha Sridharan, G. Sriram et al.33 citations
  84. Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network ↗Fei Wu, Leibny Paola Garcia, Daniel Povey et al.33 citations
  85. Disfluencies and Human Speech Transcription Errors ↗Vicky Zayats, Trang Tran, RICHARD A. WRIGHT et al.33 citations
  86. Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition ↗Ye Bai, Jiangyan Yi, Jianhua Tao et al.33 citations
  87. Multi-Modal Sentiment Analysis Using Deep Canonical Correlation Analysis ↗Zhongkai Sun, Prathusha K Sarma, William A. Sethares et al.33 citations
  88. Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling ↗Yuanhao Yi, Yang Ai, Zhen-Hua Ling et al.33 citations
  89. Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition ↗Yonatan Belinkov, Ahmed M. Abdelatty Ali, James Glass32 citations
  90. Continuous Emotion Recognition in Speech — Do We Need Recurrence? ↗Maximilian Schmitt, Nicholas Cummins, Björn Wolfgang Schuller32 citations
  91. Adversarial Optimization for Dictionary Attacks on Speaker Verification ↗Mirko Marras, Paweł Korus, Nasir D. Memon et al.31 citations
  92. An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech ↗Jun Chen, Ji Zhu, Jieping Ye31 citations
  93. Deep Hierarchical Fusion with Application in Sentiment Analysis ↗Efthymios Georgiou, Charilaos Papaioannou, Alexandros Potamianos31 citations
  94. Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation ↗Xiaoyi Qin, Danwei Cai, Ming Li31 citations
  95. Study of the Performance of Automatic Speech Recognition Systems in Speakers with Parkinson’s Disease ↗Laureano Moro-Velázquez, JaeJin Cho, Shinji Watanabe et al.31 citations
  96. The 2019 Inaugural Fearless Steps Challenge: A Giant Leap for Naturalistic Audio ↗John H. L. Hansen, Aditya Joglekar, Meena Chandra Shekar et al.31 citations
  97. Towards Generalized Speech Enhancement with Generative Adversarial Networks ↗Santiago Pascual, Joan Serrà, Antonio Bonafonte31 citations
  98. Vectorized Beam Search for CTC-Attention-Based Speech Recognition ↗Hiroshi Seki, Takaaki Hori, Shinji Watanabe et al.31 citations
  99. Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile ↗Jeng-Lin Li, Chi-Chun Lee30 citations
  100. Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition ↗Kartik Audhkhasi, George Saon, Zoltán Tüske et al.30 citations

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