Papers
Acoustic Modelling from the Signal Domain Using CNNs
Pegah Ghahremani, Vimal Manohar, Daniel Povey et al.
Advances in Very Deep Convolutional Neural Networks for LVCSR
Tom Sercu, Vaibhava Goel
Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models
Albert Zeyer, Ralf Schlüter, Hermann Ney
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling
Yuanyuan Zhao, Shuang Xu, Bo Xu
Open-Domain Audio-Visual Speech Recognition: A Deep Learning Approach
Yajie Miao, Florian Metze
GMM-Free Flat Start Sequence-Discriminative DNN Training
Gábor Gosztolya, Tamás Grósz, László Tóth
On Online Attention-Based Speech Recognition and Joint Mandarin Character-Pinyin Training
William Chan, Ian Lane
Hybrid Accelerated Optimization for Speech Recognition
Jen-Tzung Chien, Pei-Wen Huang, Tan Lee
Future Context Attention for Unidirectional LSTM Based Acoustic Model
Jian Tang, Shiliang Zhang, Si Wei et al.
Compact Feedforward Sequential Memory Networks for Large Vocabulary Continuous Speech Recognition
Shiliang Zhang, Hui Jiang, Shifu Xiong et al.
Interpretation of Low Dimensional Neural Network Bottleneck Features in Terms of Human Perception and Production
Philip Weber, Linxue Bai, Martin Russell et al.
Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition
Hardik B. Sailor, Hemant A. Patil
Phase-Aware Signal Processing for Automatic Speech Recognition
Johannes Fahringer, Tobias Schrank, Johannes Stahl et al.
Multi-Talker Speech Recognition Based on Blind Source Separation with ad hoc Microphone Array Using Smartphones and Cloud Storage
Keiko Ochi, Nobutaka Ono, Shigeki Miyabe et al.
Reverberation-Robust One-Bit TDOA Based Moving Source Localization for Automatic Camera Steering
Harshavardhan Sundar, Gokul Deepak Manavalan, T.V. Sreenivas et al.
Speech Localisation in a Multitalker Mixture by Humans and Machines
Ning Ma, Guy J. Brown
A Robust Dual-Microphone Speech Source Localization Algorithm for Reverberant Environments
Yanmeng Guo, Xiaofei Wang, Chao Wu et al.
Adaptive Group Sparsity for Non-Negative Matrix Factorization with Application to Unsupervised Source Separation
Xu Li, Ziteng Wang, Xiaofei Wang et al.
Monaural Source Separation Using a Random Forest Classifier
Cosimo Riday, Saurabh Bhargava, Richard H.R. Hahnloser et al.
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks
Emad M. Grais, Gerard Roma, Andrew J.R. Simpson et al.
Effects of Cochlear Hearing Loss on the Benefits of Ideal Binary Masking
Vahid Montazeri, Shaikat Hossain, Peter F. Assmann
Blind Speech Separation with GCC-NMF
Sean U.N. Wood, Jean Rouat
Comparing the Influence of Spectro-Temporal Integration in Computational Speech Segregation
Thomas Bentsen, Tobias May, Abigail A. Kressner et al.
Phonotactic Language Identification for Singing
Anna M. Kruspe
Long Short-Term Memory for Speaker Generalization in Supervised Speech Separation
Jitong Chen, DeLiang Wang