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Neural Networks

11300 directly classified papers

Papers per year

Papers

Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features INTERSPEECH 2016
Multi-Language Multi-Speaker Acoustic Modeling for LSTM-RNN Based Statistical Parametric Speech Synthesis INTERSPEECH 2016
Singing Voice Synthesis Based on Deep Neural Networks INTERSPEECH 2016
Jointly Learning to Locate and Classify Words Using Convolutional Networks INTERSPEECH 2016
Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion Utilizing Complex Many-to-Many Alignments INTERSPEECH 2016
DNN-Based Feature Enhancement Using Joint Training Framework for Robust Multichannel Speech Recognition INTERSPEECH 2016
Bidirectional Recurrent Neural Network with Attention Mechanism for Punctuation Restoration INTERSPEECH 2016
Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition INTERSPEECH 2016
Future Context Attention for Unidirectional LSTM Based Acoustic Model INTERSPEECH 2016
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2016
Advances in Very Deep Convolutional Neural Networks for LVCSR INTERSPEECH 2016
Acoustic Modelling from the Signal Domain Using CNNs INTERSPEECH 2016
Distilling Knowledge from Ensembles of Neural Networks for Speech Recognition INTERSPEECH 2016
Triphone State-Tying via Deep Canonical Correlation Analysis INTERSPEECH 2016
Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling INTERSPEECH 2016
A Framework for Practical Multistream ASR INTERSPEECH 2016
Coping with Unseen Data Conditions: Investigating Neural Net Architectures, Robust Features, and Information Fusion for Robust Speech Recognition INTERSPEECH 2016
Factorized Linear Input Network for Acoustic Model Adaptation in Noisy Conditions INTERSPEECH 2016
Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling INTERSPEECH 2016
Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition INTERSPEECH 2016
An Investigation on the Use of i-Vectors for Robust ASR INTERSPEECH 2016
Recurrent Models for Auditory Attention in Multi-Microphone Distant Speech Recognition INTERSPEECH 2016
A Deep Learning Approach to Modeling Empathy in Addiction Counseling INTERSPEECH 2016
The SIWIS Database: A Multilingual Speech Database with Acted Emphasis INTERSPEECH 2016
Context Adaptive Neural Network for Rapid Adaptation of Deep CNN Based Acoustic Models INTERSPEECH 2016