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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)

Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition INTERSPEECH 2017
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training INTERSPEECH 2017
Non-Uniform MCE Training of Deep Long Short-Term Memory Recurrent Neural Networks for Keyword Spotting INTERSPEECH 2017
Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination INTERSPEECH 2017
Discriminative Autoencoders for Acoustic Modeling INTERSPEECH 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Combining Speaker Turn Embedding and Incremental Structure Prediction for Low-Latency Speaker Diarization INTERSPEECH 2017
A Rescoring Approach for Keyword Search Using Lattice Context Information INTERSPEECH 2017
The STC Keyword Search System for OpenKWS 2016 Evaluation INTERSPEECH 2017
Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines INTERSPEECH 2017
Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection INTERSPEECH 2017
SEGAN: Speech Enhancement Generative Adversarial Network INTERSPEECH 2017
Combining Residual Networks with LSTMs for Lipreading INTERSPEECH 2017
Improving Computer Lipreading via DNN Sequence Discriminative Training Techniques INTERSPEECH 2017
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface INTERSPEECH 2017
Deep Neural Factorization for Speech Recognition INTERSPEECH 2017
Gaussian Prediction Based Attention for Online End-to-End Speech Recognition INTERSPEECH 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
An Analysis of “Attention” in Sequence-to-Sequence Models INTERSPEECH 2017
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition INTERSPEECH 2017
i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition INTERSPEECH 2017
Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks INTERSPEECH 2017
Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition INTERSPEECH 2017
Deep Learning Techniques in Tandem with Signal Processing Cues for Phonetic Segmentation for Text to Speech Synthesis in Indian Languages INTERSPEECH 2017
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries INTERSPEECH 2017