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Deep Learning

1,856 papers

Papers per year

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Papers

An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis INTERSPEECH 2017
Integrating Articulatory Information in Deep Learning-Based Text-to-Speech Synthesis INTERSPEECH 2017
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home INTERSPEECH 2017
On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones INTERSPEECH 2017
Attention Based CLDNNs for Short-Duration Acoustic Scene Classification INTERSPEECH 2017
A Comparison of Sequence-to-Sequence Models for Speech Recognition INTERSPEECH 2017
CTC in the Context of Generalized Full-Sum HMM Training INTERSPEECH 2017
Detecting Overlapped Speech on Short Timeframes Using Deep Learning INTERSPEECH 2017
Ideal Ratio Mask Estimation Using Deep Neural Networks for Monaural Speech Segregation in Noisy Reverberant Conditions INTERSPEECH 2017
Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities INTERSPEECH 2017
Reducing Mismatch in Training of DNN-Based Glottal Excitation Models in a Statistical Parametric Text-to-Speech System INTERSPEECH 2017
Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis INTERSPEECH 2017
Hybrid Acoustic-Lexical Deep Learning Approach for Deception Detection INTERSPEECH 2017
A Comparative Evaluation of GMM-Free State Tying Methods for ASR INTERSPEECH 2017
Binaural Reverberant Speech Separation Based on Deep Neural Networks INTERSPEECH 2017
The Role of Linguistic and Prosodic Cues on the Prediction of Self-Reported Satisfaction in Contact Centre Phone Calls INTERSPEECH 2017
Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech INTERSPEECH 2017
Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data INTERSPEECH 2017
End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum INTERSPEECH 2017
To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories INTERSPEECH 2017
Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs INTERSPEECH 2017
Evaluation of a Silent Speech Interface Based on Magnetic Sensing and Deep Learning for a Phonetically Rich Vocabulary INTERSPEECH 2017
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings SEMEVAL 2017
NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SEMEVAL 2017
Deep ADMM-Net for Compressive Sensing MRI NIPS 2016