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IEEE/ACM Transactions on Audio Speech and Language Processing 2019: all accepted papers

211 papers · page 1 of 3 · the most cited first · ← IEEE/ACM Transactions on Audio Speech and Language Processing 2019

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  1. Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation ↗Yi Luo, Nima Mesgarani2,042 citations
  2. Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement ↗Ke Tan, DeLiang Wang348 citations
  3. A New Framework for CNN-Based Speech Enhancement in the Time Domain ↗Ashutosh Pandey, DeLiang Wang299 citations
  4. Speech Emotion Classification Using Attention-Based LSTM ↗Yue Xie, Ruiyu Liang, Zhenlin Liang et al.282 citations
  5. Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification ↗Jianfei Yu, Jing Jiang, Rui Xia232 citations
  6. Unsupervised Speech Representation Learning Using WaveNet Autoencoders ↗Jan Chorowski, Ron J. Weiss, Samy Bengio et al.214 citations
  7. Divide and Conquer: A Deep CASA Approach to Talker-Independent Monaural Speaker Separation ↗Yuzhou Liu, DeLiang Wang172 citations
  8. Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis ↗Jin Wang, Liang-Chih Yu, Kuo-Hua Robert Lai et al.136 citations
  9. Neural Source-Filter Waveform Models for Statistical Parametric Speech Synthesis ↗Xin Wang, Shinji Takaki, Junichi Yamagishi131 citations
  10. Sound Event Detection in the DCASE 2017 Challenge ↗Annamaria Mesaros, Aleksandr Diment, Benjamin Elizalde et al.130 citations
  11. ACVAE-VC: Non-Parallel Voice Conversion With Auxiliary Classifier Variational Autoencoder ↗Hirokazu Kameoka, Takuhiro Kaneko, Kou Tanaka et al.114 citations
  12. Improving Aspect Term Extraction With Bidirectional Dependency Tree Representation ↗Huaishao Luo, Tianrui Li, Bing Liu et al.105 citations
  13. Sequence-to-Sequence Acoustic Modeling for Voice Conversion ↗Jing-Xuan Zhang, Zhen-Hua Ling, Li-Juan Liu et al.105 citations
  14. Recursive Least-Squares Algorithms for the Identification of Low-Rank Systems ↗Camelia Elisei-Iliescu, Constantin Paleologu, Jacob Benesty et al.102 citations
  15. Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels ↗Reza Lotfian, Carlos Busso96 citations
  16. Speech Enhancement Based on Teacher–Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition ↗Yan-Hui Tu, Jun Du, Chin‐Hui Lee92 citations
  17. Sound Event Detection and Time–Frequency Segmentation from Weakly Labelled Data ↗Qiuqiang Kong, Yong Xu, Iwona Sobieraj et al.86 citations
  18. Weakly Labelled AudioSet Tagging With Attention Neural Networks ↗Qiuqiang Kong, Changsong Yu, Yong Xu et al.79 citations
  19. Non-Parallel Sequence-to-Sequence Voice Conversion With Disentangled Linguistic and Speaker Representations ↗Jing-Xuan Zhang, Zhen-Hua Ling, Li-Rong Dai77 citations
  20. Independent Deeply Learned Matrix Analysis for Determined Audio Source Separation ↗Naoki Makishima, Shinichi Mogami, Norihiro Takamune et al.76 citations
  21. M-Estimate Based Normalized Subband Adaptive Filter Algorithm: Performance Analysis and Improvements ↗Yi Yu, Hongsen He, Badong Chen et al.75 citations
  22. Bridging the Gap Between Monaural Speech Enhancement and Recognition With Distortion-Independent Acoustic Modeling ↗Peidong Wang, Ke Tan, DeLiang Wang68 citations
  23. Sound Localization Based on Phase Difference Enhancement Using Deep Neural Networks ↗Junhyeong Pak, Jong Won Shin68 citations
  24. Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition ↗Kazuki Shimada, Yoshiaki Bando, Masato Mimura et al.68 citations
  25. An Efficient Framework for Sentence Similarity Modeling ↗Zhe Quan, Zhi-Jie Wang, Yuquan Le et al.61 citations
  26. Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation ↗Yi-Lin Tuan, Hung-yi Lee58 citations
  27. Audio–Visual Deep Clustering for Speech Separation ↗Rui Lü, Zhiyao Duan, Changshui Zhang55 citations
  28. Knowledge Base Question Answering With a Matching-Aggregation Model and Question-Specific Contextual Relations ↗Yunshi Lan, Shuohang Wang, Jing Jiang55 citations
  29. Sparse Self-Attention LSTM for Sentiment Lexicon Construction ↗Dong Deng, Liping Jing, Jian Jun Yu et al.55 citations
  30. Attentive Stacked Denoising Autoencoder With Bi-LSTM for Personalized Context-Aware Citation Recommendation ↗Tao Dai, Li Zhu, Yaxiong Wang et al.54 citations
  31. A Gated Recurrent Convolutional Neural Network for Robust Spoofing Detection ↗Alejandro Gomez-Alanis, Antonio M. Peinado, José A. González et al.53 citations
  32. Neural Machine Translation With Sentence-Level Topic Context ↗Kehai Chen, Rui Wang, Masao Utiyama et al.53 citations
  33. Neural Predictive Coding Using Convolutional Neural Networks Toward Unsupervised Learning of Speaker Characteristics ↗Arindam Jati, Panayiotis Georgiou53 citations
  34. Group Sparse Representation With WaveNet Vocoder Adaptation for Spectrum and Prosody Conversion ↗Berrak Şişman, Mingyang Zhang, Haizhou Li52 citations
  35. A Context Encoder For Audio Inpainting ↗Andres Marafioti, Nathanaël Perraudin, Nicki Holighaus et al.51 citations
  36. Bird Species Recognition Using Unsupervised Modeling of Individual Vocalization Elements ↗Peter Jančovič, Münevver Köküer50 citations
  37. Differential Kronecker Product Beamforming ↗Israel Cohen, Jacob Benesty, Jingdong Chen50 citations
  38. GlotNet—A Raw Waveform Model for the Glottal Excitation in Statistical Parametric Speech Synthesis ↗Lauri Juvela, Bajibabu Bollepalli, Vassilis Tsiaras et al.49 citations
  39. Extraction of Octave Spectra Information for Spoofing Attack Detection ↗Jichen Yang, Rohan Kumar Das, Nina Zhou48 citations
  40. Transfer Sparse Discriminant Subspace Learning for Cross-Corpus Speech Emotion Recognition ↗Weijian Zhang, Peng Song48 citations
  41. Three-Dimensional Sound Field Reproduction Based on Weighted Mode-Matching Method ↗Natsuki Ueno, Shoichi Koyama, Hiroshi Saruwatari47 citations
  42. Global-Local Mutual Attention Model for Text Classification ↗Qianli Ma, Liuhong Yu, Shuai Tian et al.45 citations
  43. Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network ↗Benjamin Cauchi, Kai Siedenburg, João Felipe Santos et al.45 citations
  44. Design of Planar Differential Microphone Arrays With Fractional Orders ↗Gongping Huang, Jingdong Chen, Jacob Benesty44 citations
  45. Low-Rank and Locality Constrained Self-Attention for Sequence Modeling ↗Qipeng Guo, Xipeng Qiu, Xiangyang Xue et al.44 citations
  46. Positive Emotion Elicitation in Chat-Based Dialogue Systems ↗Nurul Lubis, Sakriani Sakti, Koichiro Yoshino et al.44 citations
  47. Semi-Supervised Multichannel Speech Enhancement With a Deep Speech Prior ↗Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha et al.44 citations
  48. A Vector Quantized Variational Autoencoder (VQ-VAE) Autoregressive Neural F0 Model for Statistical Parametric Speech Synthesis ↗Xin Wang, Shinji Takaki, Junichi Yamagishi et al.43 citations
  49. Audio Word2vec: Sequence-to-Sequence Autoencoding for Unsupervised Learning of Audio Segmentation and Representation ↗Yi-Chen Chen, Sung-Feng Huang, Hung-yi Lee et al.43 citations
  50. Uniform Linear Arrays of First-Order Steerable Differential Microphones ↗Federico Borra, Alberto Bernardini, Fabio Antonacci et al.43 citations
  51. AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning ↗Lu Chen, Zhi Chen, Bowen Tan et al.41 citations
  52. Robust Bayesian Pitch Tracking Based on the Harmonic Model ↗Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen et al.41 citations
  53. Sentiment Lexicon Construction With Hierarchical Supervision Topic Model ↗Dong Deng, Liping Jing, Jian Qiao Yu et al.39 citations
  54. A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement ↗Jun Qi, Jun Du, Sabato Marco Siniscalchi et al.38 citations
  55. Linear Multistep Discretization Methods With Variable Step-Size in Nonlinear Wave Digital Structures for Virtual Analog Modeling ↗Alberto Bernardini, Paolo Maffezzoni, Augusto Sarti38 citations
  56. Analysis of Speaker Diarization Based on Bayesian HMM With Eigenvoice Priors ↗Mireia Díez, Lukáš Burget, Federico Landini et al.37 citations
  57. Real-Word Errors in Arabic Texts: A Better Algorithm for Detection and Correction ↗Aqil M. Azmi, Manal Almutery, Hatim Aboalsamh36 citations
  58. Discriminative Neural Embedding Learning for Short-Duration Text-Independent Speaker Verification ↗Shuai Wang, Zili Huang, Yanmin Qian et al.35 citations
  59. Future-Aware Knowledge Distillation for Neural Machine Translation ↗Biao Zhang, Deyi Xiong, Jinsong Su et al.35 citations
  60. Acoustical Assessment of Voice Disorder With Continuous Speech Using ASR Posterior Features ↗Yuanyuan Liu, Tan Lee, Thomas K. T. Law et al.34 citations
  61. Efficient Representation and Sparse Sampling of Head-Related Transfer Functions Using Phase-Correction Based on Ear Alignment ↗Zamir Ben-Hur, David Lou Alon, Ravish Mehra et al.34 citations
  62. Emotional Voice Conversion Using Dual Supervised Adversarial Networks With Continuous Wavelet Transform F0 Features ↗Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi et al.34 citations
  63. Effective Subword Segmentation for Text Comprehension ↗Zhuosheng Zhang, Hai Zhao, Kangwei Ling et al.33 citations
  64. Forward–Backward Decoding Sequence for Regularizing End-to-End TTS ↗Yibin Zheng, Jianhua Tao, Zhengqi Wen et al.33 citations
  65. Noise-Resilient Training Method for Face Landmark Generation From Speech ↗Şefik Emre Eskimez, Ross K. Maddox, Chenliang Xu et al.33 citations
  66. Directional Equalization of Sparse Head-Related Transfer Function Sets for Spatial Upsampling ↗Christoph Pörschmann, Johannes M. Arend, Fabian Brinkmann32 citations
  67. Active Control of Outgoing Broadband Noise Fields in Rooms ↗Fei Ma, Wen Zhang, Thushara Dheemantha Abhayapala31 citations
  68. Adversarial Regularization for Attention Based End-to-End Robust Speech Recognition ↗Sining Sun, Pengcheng Guo, Lei Xie et al.31 citations
  69. Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model for Determined Blind Source Separation ↗Shinichi Mogami, Norihiro Takamune, Daichi Kitamura et al.31 citations
  70. Indoor Multiple Sound Source Localization via Multi-Dimensional Assignment Data Association ↗Xudong Dang, Qi Cheng, Hongyan Zhu31 citations
  71. Cross-Lingual Transfer Learning of Non-Native Acoustic Modeling for Pronunciation Error Detection and Diagnosis ↗Richeng Duan, Tatsuya Kawahara, Masatake Dantsuji et al.30 citations
  72. Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots ↗Jia-Chen Gu, Zhen-Hua Ling, Quan Liu29 citations
  73. Advancing Acoustic-to-Word CTC Model With Attention and Mixed-Units ↗Amit Das, Jinyu Li, Guoli Ye et al.28 citations
  74. MRI-Based Vocal Tract Representations for the Three-Dimensional Finite Element Synthesis of Diphthongs ↗Marc Arnela, Saeed Dabbaghchian, Oriol Guasch et al.28 citations
  75. Reflection Assisted Sound Source Localization Through a Harmonic Domain MUSIC Framework ↗Lachlan I. Birnie, Thushara Dheemantha Abhayapala, Prasanga N. Samarasinghe28 citations
  76. Robust Joint Estimation of Multimicrophone Signal Model Parameters ↗Andreas I. Koutrouvelis, Richard Christian Hendriks, Richard R. Heusdens et al.28 citations
  77. Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification ↗Achintya Kumar Sarkar, Zheng‐Hua Tan, Hao Tang et al.28 citations
  78. Using Generalized Gaussian Distributions to Improve Regression Error Modeling for Deep Learning-Based Speech Enhancement ↗Li Chai, Jun Du, Qingfeng Liu et al.28 citations
  79. Near-Field Acoustic Source Localization Using Spherical Harmonic Features ↗Vishnuvardhan Varanasi, Ayushya Agarwal, Rajesh Mahanand Hegde27 citations
  80. Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models ↗Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi et al.26 citations
  81. On the Design of Target Beampatterns for Differential Microphone Arrays ↗Chao Pan, Jingdong Chen, Jacob Benesty et al.26 citations
  82. Sequence Labeling With Deep Gated Dual Path CNN ↗Lujun Zhao, Xipeng Qiu, Qi Zhang et al.26 citations
  83. Statistical Parametric Speech Synthesis Using Deep Gaussian Processes ↗Tomoki Koriyama, Takao Kobayashi26 citations
  84. A Joint Learning Algorithm for Complex-Valued T-F Masks in Deep Learning-Based Single-Channel Speech Enhancement Systems ↗Jinkyu Lee, Hong-Goo Kang25 citations
  85. Multiple Sound Source Counting and Localization Based on TF-Wise Spatial Spectrum Clustering ↗Bing Yang, Hong Liu, Cheng Pang et al.25 citations
  86. On Robust and High Directive Beamforming With Small-Spacing Microphone Arrays for Scattered Sources ↗Xianghui Wang, Israel Cohen, Jingdong Chen et al.25 citations
  87. A Moving Horizon Framework for Sound Zones ↗Martin Bo Møller, Jan Stubbe Østergaard24 citations
  88. Multi-Source DOA Estimation Through Pattern Recognition of the Modal Coherence of a Reverberant Soundfield ↗Abdullah Fahim, Prasanga N. Samarasinghe, Thushara Dheemantha Abhayapala24 citations
  89. On the Influence of Continuous Subject Rotation During High-Resolution Head-Related Transfer Function Measurements ↗Jan-Gerrit Richter, Janina Fels24 citations
  90. Spherical-Harmonic-Domain Feedforward Active Noise Control Using Sparse Decomposition of Reference Signals from Distributed Sensor Arrays ↗Yu Maeno, Yuki Mitsufuji, Prasanga N. Samarasinghe et al.24 citations
  91. Eigenvector-Based Speech Mask Estimation for Multi-Channel Speech Enhancement ↗Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf23 citations
  92. On the Influence of Transfer Function Noise on Sound Zone Control in a Room ↗Martin Bo Møller, Jesper Kjær Nielsen, Efrén Fernández-Grande et al.23 citations
  93. Weakly Supervised Representation Learning for Audio-Visual Scene Analysis ↗Sanjeel Parekh, Slim Essid, Alexey Ozerov et al.23 citations
  94. BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation ↗Dayiheng Liu, Jie Fu, Qian Qu et al.22 citations
  95. Deep Learning for Talker-Dependent Reverberant Speaker Separation: An Empirical Study ↗Masood Delfarah, DeLiang Wang22 citations
  96. Exploiting Future Word Contexts in Neural Network Language Models for Speech Recognition ↗Xie Chen, Xunying Liu, Yu Wang et al.22 citations
  97. InverSynth: Deep Estimation of Synthesizer Parameter Configurations From Audio Signals ↗Oren Barkan, David Tsiris, Ori Katz et al.22 citations
  98. Multi-Stream End-to-End Speech Recognition ↗Ruizhi Li, Xiaofei Wang, Sri Harish Mallidi et al.22 citations
  99. Speaker Recognition With Random Digit Strings Using Uncertainty Normalized HMM-Based i-Vectors ↗Nooshin Maghsoodi, Hossein Sameti, Hossein Zeinali et al.22 citations
  100. Automatic Evaluation of Song Intelligibility Using Singing Adapted STOI and Vocal-Specific Features ↗Bidisha Sharma, Ye Wang21 citations

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