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Deep Learning

1752 directly classified papers

Papers per year

Papers

Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ACL 2017
A Neural Local Coherence Model ACL 2017
Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017
Joint CTC/attention decoding for end-to-end speech recognition ACL 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
Deep Semantic Role Labeling: What Works and What’s Next ACL 2017
A Convolutional Encoder Model for Neural Machine Translation ACL 2017
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017
Singing Voice Synthesis Based on Deep Neural Networks INTERSPEECH 2016