Papers
Assessing the Semantic Space Bias Caused by ASR Error Propagation and its Effect on Spoken Document Summarization
Máté Ákos Tündik, Valér Kaszás, György Szaszák
Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance
Yilin Shen, Wenhu Chen, Hongxia Jin
Multi-Modal Sentiment Analysis Using Deep Canonical Correlation Analysis
Zhongkai Sun, Prathusha K. Sarma, William Sethares et al.
Self Attention in Variational Sequential Learning for Summarization
Jen-Tzung Chien, Chun-Wei Wang
Fusion Strategy for Prosodic and Lexical Representations of Word Importance
Sushant Kafle, Cecilia Ovesdotter Alm, Matt Huenerfauth
Real-Time Neural Text-to-Speech with Sequence-to-Sequence Acoustic Model and WaveGlow or Single Gaussian WaveRNN Vocoders
Takuma Okamoto, Tomoki Toda, Yoshinori Shiga et al.
Training Multi-Speaker Neural Text-to-Speech Systems Using Speaker-Imbalanced Speech Corpora
Hieu-Thi Luong, Xin Wang, Junichi Yamagishi et al.
Joint Training Framework for Text-to-Speech and Voice Conversion Using Multi-Source Tacotron and WaveNet
Mingyang Zhang, Xin Wang, Fuming Fang et al.
Robust Sequence-to-Sequence Acoustic Modeling with Stepwise Monotonic Attention for Neural TTS
Mutian He, Yan Deng, Lei He
A New GAN-Based End-to-End TTS Training Algorithm
Haohan Guo, Frank K. Soong, Lei He et al.
Forward-Backward Decoding for Regularizing End-to-End TTS
Yibin Zheng, Xi Wang, Lei He et al.
Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale
Hanna Mazzawi, Xavi Gonzalvo, Aleks Kracun et al.
Target Speaker Extraction for Multi-Talker Speaker Verification
Wei Rao, Chenglin Xu, Eng Siong Chng et al.
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.
Attention Based Hybrid i-Vector BLSTM Model for Language Recognition
Bharat Padi, Anand Mohan, Sriram Ganapathy
Survey Talk: End-to-End Deep Neural Network Based Speaker and Language Recognition
Ming Li, Weicheng Cai, Danwei Cai
Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge
Feng Ma, Li Chai, Jun Du et al.
Unsupervised Training of Neural Mask-Based Beamforming
Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
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.
R-Vectors: New Technique for Adaptation to Room Acoustics
Yuri Khokhlov, Alexander Zatvornitskiy, Ivan Medennikov et al.
Multi-Task Multi-Network Joint-Learning of Deep Residual Networks and Cycle-Consistency Generative Adversarial Networks for Robust Speech Recognition
Shengkui Zhao, Chongjia Ni, Rong Tong et al.
Multi-Microphone Adaptive Noise Cancellation for Robust Hotword Detection
Yiteng Huang, Turaj Z. Shabestary, Alexander Gruenstein et al.
Speech Quality Evaluation of Synthesized Japanese Speech Using EEG
Ivan Halim Parmonangan, Hiroki Tanaka, Sakriani Sakti et al.
The Neural Correlates Underlying Lexically-Guided Perceptual Learning
Odette Scharenborg, Jiska Koemans, Cybelle Smith et al.
The Processing of Prosodic Cues to Rhetorical Question Interpretation: Psycholinguistic and Neurolinguistics Evidence
Mariya Kharaman, Manluolan Xu, Carsten Eulitz et al.