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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)

Nature of Contrast and Coarticulation: Evidence from Mizo Tones and Assamese Vowel Harmony INTERSPEECH 2017
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
Residual Memory Networks in Language Modeling: Improving the Reputation of Feed-Forward Networks INTERSPEECH 2017
Phone Classification Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs 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
Acoustic Modeling for Google Home INTERSPEECH 2017
On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition INTERSPEECH 2017
Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks INTERSPEECH 2017
Attention Based CLDNNs for Short-Duration Acoustic Scene Classification INTERSPEECH 2017
Enhanced Feature Extraction for Speech Detection in Media Audio INTERSPEECH 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2017
Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks INTERSPEECH 2017
Comparison of Decoding Strategies for CTC Acoustic Models INTERSPEECH 2017
Phone Duration Modeling for LVCSR Using Neural Networks INTERSPEECH 2017
Binary Deep Neural Networks for Speech Recognition INTERSPEECH 2017
Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks INTERSPEECH 2017
A Phonological Phrase Sequence Modelling Approach for Resource Efficient and Robust Real-Time Punctuation Recovery INTERSPEECH 2017
Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition INTERSPEECH 2017
CTC Training of Multi-Phone Acoustic Models for Speech Recognition INTERSPEECH 2017
An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation INTERSPEECH 2017
2016 BUT Babel System: Multilingual BLSTM Acoustic Model with i-Vector Based Adaptation INTERSPEECH 2017
Optimizing DNN Adaptation for Recognition of Enhanced Speech INTERSPEECH 2017
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models INTERSPEECH 2017