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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)

DNN Online with iVectors Acoustic Modeling and Doc2Vec Distributed Representations for Improving Automated Speech Scoring INTERSPEECH 2016
Self-Adaptive DNN for Improving Spoken Language Proficiency Assessment INTERSPEECH 2016
Automatic Measurement of Voice Onset Time and Prevoicing Using Recurrent Neural Networks INTERSPEECH 2016
Syllable-Level Representations of Suprasegmental Features for DNN-Based Text-to-Speech Synthesis INTERSPEECH 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS INTERSPEECH 2016
Stacked Long-Term TDNN for Spoken Language Recognition INTERSPEECH 2016
A Divide-and-Conquer Approach for Language Identification Based on Recurrent Neural Networks INTERSPEECH 2016
Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs INTERSPEECH 2016
A Step Beyond Local Observations with a Dialog Aware Bidirectional GRU Network for Spoken Language Understanding INTERSPEECH 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding INTERSPEECH 2016
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding INTERSPEECH 2016
Language Identification Based on Generative Modeling of Posteriorgram Sequences Extracted from Frame-by-Frame DNNs and LSTM-RNNs INTERSPEECH 2016
Gating Recurrent Enhanced Memory Neural Networks on Language Identification INTERSPEECH 2016
Sequence Summarizing Neural Networks for Spoken Language Recognition INTERSPEECH 2016
Improved Music Genre Classification with Convolutional Neural Networks INTERSPEECH 2016
Long Short-Term Memory for Speaker Generalization in Supervised Speech Separation INTERSPEECH 2016
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks INTERSPEECH 2016
Speech Localisation in a Multitalker Mixture by Humans and Machines INTERSPEECH 2016
Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition INTERSPEECH 2016
Interpretation of Low Dimensional Neural Network Bottleneck Features in Terms of Human Perception and Production 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
Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models INTERSPEECH 2016
Advances in Very Deep Convolutional Neural Networks for LVCSR INTERSPEECH 2016
Acoustic Modelling from the Signal Domain Using CNNs INTERSPEECH 2016