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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment INTERSPEECH 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction INTERSPEECH 2018
PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation INTERSPEECH 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
Speaker Diarization with Enhancing Speech for the First DIHARD Challenge INTERSPEECH 2018
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge INTERSPEECH 2018
Multilingual Grapheme-to-Phoneme Conversion with Global Character Vectors INTERSPEECH 2018
A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese INTERSPEECH 2018
Gated Convolutional Neural Network for Sentence Matching INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
Investigation on the Combination of Batch Normalization and Dropout in BLSTM-based Acoustic Modeling for ASR INTERSPEECH 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Comparison of Unsupervised Modulation Filter Learning Methods for ASR INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training INTERSPEECH 2018
Multilingual Deep Neural Network Training Using Cyclical Learning Rate INTERSPEECH 2018
Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus INTERSPEECH 2018
Dysarthric Speech Recognition Using Convolutional LSTM Neural Network INTERSPEECH 2018
Articulatory Features for ASR of Pathological Speech INTERSPEECH 2018
Mining Multimodal Repositories for Speech Affecting Diseases INTERSPEECH 2018
Long Distance Voice Channel Diagnosis Using Deep Neural Networks INTERSPEECH 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models INTERSPEECH 2018
Stream Attention for Distributed Multi-Microphone Speech Recognition INTERSPEECH 2018
Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks INTERSPEECH 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation INTERSPEECH 2018
Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network INTERSPEECH 2018