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Interspeech 2020: all accepted papers

1,030 papers · page 5 of 11 · the most cited first · ← Interspeech 2020

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  1. Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models ↗Thai Binh Nguyen, Quang Minh Nguyen, Thi Thu Hien Nguyen et al.15 citations
  2. Meta Multi-Task Learning for Speech Emotion Recognition ↗Ruichu Cai, Kaibin Guo, Boyan Xu et al.15 citations
  3. Multi-Scale TCN: Exploring Better Temporal DNN Model for Causal Speech Enhancement ↗Lu Zhang, Mingjiang Wang15 citations
  4. Nonlinear Residual Echo Suppression Based on Multi-Stream Conv-TasNet ↗Hongsheng Chen, Teng Xiang, Kai Chen et al.15 citations
  5. Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss ↗Yi Luo, Nima Mesgarani15 citations
  6. Single-Channel Blind Direct-to-Reverberation Ratio Estimation Using Masking ↗Wolfgang Mack, Shuwen Deng, Emanuël A. P. Habets15 citations
  7. Sparse Mixture of Local Experts for Efficient Speech Enhancement ↗Aswin Sivaraman, Minje Kim15 citations
  8. Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus ↗Lukas Stappen, Georgios Rizos, Madina Hasan et al.15 citations
  9. What Does an End-to-End Dialect Identification Model Learn About Non-Dialectal Information? ↗Shammur Absar Chowdhury, Ahmed M. Abdelatty Ali, Suwon Shon et al.15 citations
  10. A Unified Framework for Low-Latency Speaker Extraction in Cocktail Party Environments ↗Yunzhe Hao, Jiaming Xu, Jing Yuan Shi et al.14 citations
  11. Acoustic-Based Articulatory Phenotypes of Amyotrophic Lateral Sclerosis and Parkinson’s Disease: Towards an Interpretable, Hypothesis-Driven Framework of Motor Control ↗Hannah P. Rowe, Sarah E. Gutz, Marc F. Maffei et al.14 citations
  12. An NMF-HMM Speech Enhancement Method Based on Kullback-Leibler Divergence ↗Yang Xiang, Liming Shi, Jesper Lisby Højvang et al.14 citations
  13. Automatic Detection of Phonological Errors in Child Speech Using Siamese Recurrent Autoencoder ↗Si-Ioi Ng, Tan Lee14 citations
  14. Continual Learning for Multi-Dialect Acoustic Models ↗Brady Houston, Katrin Kirchhoff14 citations
  15. Contrastive Predictive Coding of Audio with an Adversary ↗Luyu Wang, Kazuya Kawakami, Aäron van den Oord14 citations
  16. Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification ↗Sina Däubener, Lea Schönherr, Asja Fischer et al.14 citations
  17. Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages ↗Martha Yifiru Tachbelie, Solomon Teferra Abate, Tanja Schultz14 citations
  18. End-to-End ASR with Adaptive Span Self-Attention ↗Xuankai Chang, Aswin Shanmugam Subramanian, Pengcheng Guo et al.14 citations
  19. End-to-End Speech Intelligibility Prediction Using Time-Domain Fully Convolutional Neural Networks ↗Mathias Bach Pedersen, Morten Kolbæk, Asger Heidemann Andersen et al.14 citations
  20. Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering ↗Saurabh N. Adya, Vineet Garg, Siddharth Sigtia et al.14 citations
  21. Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction ↗Yi Hong Zhao, Haoyu Li, Cheng-I Lai et al.14 citations
  22. Incorporating Broad Phonetic Information for Speech Enhancement ↗Yen-Ju Lu, Chien-Feng Liao, Xugang Lu et al.14 citations
  23. Low Latency Speech Recognition Using End-to-End Prefetching ↗Shuo-Yiin Chang, Bo Li, David Rybach et al.14 citations
  24. Multi-Stream Attention-Based BLSTM with Feature Segmentation for Speech Emotion Recognition ↗Yuya Chiba, Takashi Nose, Akinori Ito14 citations
  25. Neural Speech Decoding for Amyotrophic Lateral Sclerosis ↗Debadatta Dash, Paul Ferrari, Angel Hernandez et al.14 citations
  26. ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication ↗Christian Bergler, Manuel Schmitt, Andreas Maier et al.14 citations
  27. Prediction of Sleepiness Ratings from Voice by Man and Machine ↗Mark A. Huckvale, András Beke, Mirei Ikushima14 citations
  28. Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification ↗Hu Hu, Sabato Marco Siniscalchi, Yannan Wang et al.14 citations
  29. SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning ↗Chi-Chang Lee, Yu-Chen Lin, Hsuan-Tien Lin et al.14 citations
  30. Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing ↗Abhinav Garg, Gowtham P. Vadisetti, Dhananjaya Gowda et al.14 citations
  31. Transliteration Based Data Augmentation for Training Multilingual ASR Acoustic Models in Low Resource Settings ↗Samuel Thomas, Kartik Audhkhasi, Brian E. D. Kingsbury14 citations
  32. Unsupervised Acoustic Unit Representation Learning for Voice Conversion Using WaveNet Auto-Encoders ↗Mingjie Chen, Thomas Hain14 citations
  33. Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children’s Speech ↗Richeng Duan, Nancy F. Chen14 citations
  34. An Audio-Enriched BERT-Based Framework for Spoken Multiple-Choice Question Answering ↗Chia-Chih Kuo, Shang-Bao Luo, Kuan‐Yu Chen13 citations
  35. An Efficient Subband Linear Prediction for LPCNet-Based Neural Synthesis ↗Yang Cui, Xi Wang, Lei He et al.13 citations
  36. Building a Robust Word-Level Wakeword Verification Network ↗Rajath Kumar M.P, Mike Rodehorst, Joe Wang et al.13 citations
  37. Combination of End-to-End and Hybrid Models for Speech Recognition ↗Jeremy H. M. Wong, Yashesh Gaur, Rui Zhao et al.13 citations
  38. Increasing the Intelligibility and Naturalness of Alaryngeal Speech Using Voice Conversion and Synthetic Fundamental Frequency ↗Tuan Dinh, Alexander B. Kain, Robin A. Samlan et al.13 citations
  39. Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR ↗Kritika Singh, Vimal Manohar, Alex Xiao et al.13 citations
  40. NPU Speaker Verification System for INTERSPEECH 2020 Far-Field Speaker Verification Challenge ↗Li Zhang, Jian Wu, Lei Xie13 citations
  41. Peking Opera Synthesis via Duration Informed Attention Network ↗Yusong Wu, Shengchen Li, Chengzhu Yu et al.13 citations
  42. Sequence-to-Sequence Articulatory Inversion Through Time Convolution of Sub-Band Frequency Signals ↗Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Giampiero Salvi et al.13 citations
  43. Speaker-Utterance Dual Attention for Speaker and Utterance Verification ↗Tianchi Liu, Rohan Kumar Das, Maulik C. Madhavi et al.13 citations
  44. Towards Context-Aware End-to-End Code-Switching Speech Recognition ↗Zimeng Qiu, Yiyuan Li, Xinjian Li et al.13 citations
  45. A Deep 2D Convolutional Network for Waveform-Based Speech Recognition ↗Dino Oglić, Zoran Cvetković, Peter Bell et al.12 citations
  46. Domain Aware Training for Far-Field Small-Footprint Keyword Spotting ↗Haiwei Wu, Yan Jia, Yuanfei Nie et al.12 citations
  47. End-to-End Keyword Search Based on Attention and Energy Scorer for Low Resource Languages ↗Zeyu Zhao, Wei-Qiang Zhang12 citations
  48. Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models ↗Zhao Xu Ren, Jing Han, Nicholas Cummins et al.12 citations
  49. Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement ↗Jun Qi, Hu Hu, Yannan Wang et al.12 citations
  50. Improved Hybrid Streaming ASR with Transformer Language Models ↗Pau Baquero-Arnal, Javier Jorge, Adrià Giménez et al.12 citations
  51. Interactive Text-to-Speech System via Joint Style Analysis ↗Yang Gao, Weiyi Zheng, Zhaojun Yang et al.12 citations
  52. Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task ↗Tomoya Koike, Kun Qian, Björn Wolfgang Schuller et al.12 citations
  53. Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation ↗Keisuke Kinoshita, Thilo von Neumann, Marc Delcroix et al.12 citations
  54. Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension ↗Nana Hou, Chenglin Xu, Joey Tianyi Zhou et al.12 citations
  55. Neural PLDA Modeling for End-to-End Speaker Verification ↗Shreyas Ramoji, Prashant Krishnan, Sriram Ganapathy12 citations
  56. Nonlinear Residual Echo Suppression Using a Recurrent Neural Network ↗Lukas Pfeifenberger, Franz Pernkopf12 citations
  57. On Front-End Gain Invariant Modeling for Wake Word Spotting ↗Yixin Gao, Noah D. Stein, Chieh-Chi Kao et al.12 citations
  58. Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis ↗Li Li, Kazuhito Koishida, Shoji Makino12 citations
  59. Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children’s Speech ↗Roberto Gretter, Marco Matassoni, Daniele Falavigna et al.12 citations
  60. Phonetically-Aware Coupled Network For Short Duration Text-Independent Speaker Verification ↗Siqi Zheng, Yun Lei, Hongbin Suo12 citations
  61. Self-Attentive Similarity Measurement Strategies in Speaker Diarization ↗Qingjian Lin, Yu Hou, Ming Li12 citations
  62. Semantic Complexity in End-to-End Spoken Language Understanding ↗Joseph P. McKenna, Samridhi Choudhary, Michael Saxon et al.12 citations
  63. Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning ↗Wei Xue, Ying Tong, Chao Zhang et al.12 citations
  64. Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training ↗Ruirui Li, Jyun‐Yu Jiang, Xian Wei Wu et al.12 citations
  65. Speech Sentiment and Customer Satisfaction Estimation in Socialbot Conversations ↗Yelin Kim, Joshua Levy, Yang Liu12 citations
  66. Task-Oriented Dialog Generation with Enhanced Entity Representation ↗Zhenhao He, Jiachun Wang, Jian Chen12 citations
  67. Unsupervised Training of Siamese Networks for Speaker Verification ↗Umair Mateen Khan, Javier Hernando12 citations
  68. A Cross-Channel Attention-Based Wave-U-Net for Multi-Channel Speech Enhancement ↗Minh Tri Ho, Jin-Young Lee, Bong-Ki Lee et al.11 citations
  69. ASR-Based Evaluation and Feedback for Individualized Reading Practice ↗Yu Bai, Ferdy Hubers, Catia Cucchiarini A et al.11 citations
  70. Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition ↗Weiquan Fan, Xiangmin Xu, Xiaofen Xing et al.11 citations
  71. Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition ↗Shuiyang Mao, P.C. Ching, C.‐C. Jay Kuo et al.11 citations
  72. An Adaptive X-Vector Model for Text-Independent Speaker Verification ↗Bin Gu, Wu Guo, Fenglin Ding et al.11 citations
  73. An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection ↗Xu Zheng, Yan Song, Jie Yan et al.11 citations
  74. Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer ↗Yuan Shangguan, Kate Knister, Yanzhang He et al.11 citations
  75. Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification ↗Xiaoyang Qu, Jianzong Wang, Jing Zhong Xiao11 citations
  76. Evolved Speech-Transformer: Applying Neural Architecture Search to End-to-End Automatic Speech Recognition ↗Ji‐Hwan Kim, Jisung Wang, Sangki Kim et al.11 citations
  77. Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification ↗Vijay Ravi, Ruchao Fan, Amber Afshan et al.11 citations
  78. Independent and Automatic Evaluation of Speaker-Independent Acoustic-to-Articulatory Reconstruction ↗Maud Parrot, Juliette Millet, Ewan Dunbar11 citations
  79. LVCSR with Transformer Language Models ↗Eugen Beck, Ralf Schlüter, Hermann Ney11 citations
  80. Length- and Noise-Aware Training Techniques for Short-Utterance Speaker Recognition ↗Wenda Chen, Jonathan Huang, Tobias Bocklet11 citations
  81. Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition ↗Raphaël Duroselle, Denis Jouvet, Irina Illina11 citations
  82. Multilingual Speech Recognition Using Language-Specific Phoneme Recognition as Auxiliary Task for Indian Languages ↗Hardik B. Sailor, Thomas Hain11 citations
  83. New Advances in Speaker Diarization ↗Hagai Aronowitz, Weizhong Zhu, Masayuki Suzuki et al.11 citations
  84. Privacy Guarantees for De-Identifying Text Transformations ↗David Ifeoluwa Adelani, Ali Davody, Thomas Kleinbauer et al.11 citations
  85. Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit ↗Zhen Zeng, Jianzong Wang, Ning Cheng et al.11 citations
  86. Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? ↗Łukasz Augustyniak, Piotr Szymański, Mikołaj Morzy et al.11 citations
  87. Removing Bias with Residual Mixture of Multi-View Attention for Speech Emotion Recognition ↗Md Asif Jalal, Rosanna Milner, Thomas Hain et al.11 citations
  88. Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning ↗Jixuan Wang, Xiong Xiao, Jian Wu et al.11 citations
  89. Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network ↗Nana Hou, Chenglin Xu, Van Tung Pham et al.11 citations
  90. Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding ↗Jin Ling Cao, Jun Wang, Wael Hamza et al.11 citations
  91. Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music ↗Yuanbo Hou, Frank K. Soong, Jian Luan et al.11 citations
  92. A 43 Language Multilingual Punctuation Prediction Neural Network Model ↗Xinxing Li, Edward C. Lin10 citations
  93. A DNN-HMM-DNN Hybrid Model for Discovering Word-Like Units from Spoken Captions and Image Regions ↗Liming Wang, Mark Hasegawa‐Johnson10 citations
  94. Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach ↗Yonggang Hu, Prasanga N. Samarasinghe, Thushara Dheemantha Abhayapala10 citations
  95. Adversarial Separation and Adaptation Network for Far-Field Speaker Verification ↗Yi Lu, Man‐Wai Mak10 citations
  96. An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions ↗Ying Liu, Yan Song, Yiheng Jiang et al.10 citations
  97. Audio Dequantization for High Fidelity Audio Generation in Flow-Based Neural Vocoder ↗Hyun-Wook Yoon, Sang-Hoon Lee, Hyeong-Rae Noh et al.10 citations
  98. Automatic Detection of Accent and Lexical Pronunciation Errors in Spontaneous Non-Native English Speech ↗Konstantinos Kyriakopoulos, Kate Knill, Mark Gales10 citations
  99. Automatic Estimation of Pathological Voice Quality Based on Recurrent Neural Network Using Amplitude and Phase Spectrogram ↗Shunsuke Hidaka, Yogaku Lee, Kohei Wakamiya et al.10 citations
  100. Automatic Prediction of Confidence Level from Children’s Oral Reading Recordings ↗Kamini Sabu, Preeti Rao10 citations

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