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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)

Automatic Pronunciation Generation by Utilizing a Semi-Supervised Deep Neural Networks INTERSPEECH 2016
Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques INTERSPEECH 2016
Unsupervised Learning of Acoustic Units Using Autoencoders and Kohonen Nets INTERSPEECH 2016
Learning Multiscale Features Directly from Waveforms INTERSPEECH 2016
Investigation of Semi-Supervised Acoustic Model Training Based on the Committee of Heterogeneous Neural Networks INTERSPEECH 2016
Acoustic Word Embeddings for ASR Error Detection INTERSPEECH 2016
Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition INTERSPEECH 2016
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy INTERSPEECH 2016
A Deep Learning Approach to Modeling Empathy in Addiction Counseling INTERSPEECH 2016
Audio-to-Visual Speech Conversion Using Deep Neural Networks INTERSPEECH 2016
Generative Acoustic-Phonemic-Speaker Model Based on Three-Way Restricted Boltzmann Machine INTERSPEECH 2016
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information INTERSPEECH 2016
Articulatory-to-Acoustic Conversion with Cascaded Prediction of Spectral and Excitation Features Using Neural Networks INTERSPEECH 2016
The SIWIS Database: A Multilingual Speech Database with Acted Emphasis INTERSPEECH 2016
Context Adaptive Neural Network for Rapid Adaptation of Deep CNN Based Acoustic Models INTERSPEECH 2016
Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations INTERSPEECH 2016
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models INTERSPEECH 2016
Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech INTERSPEECH 2016
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement INTERSPEECH 2016
Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams INTERSPEECH 2016
Modeling and Transforming Speech Using Variational Autoencoders INTERSPEECH 2016
RNN-BLSTM Based Multi-Pitch Estimation INTERSPEECH 2016
Novel Subband Autoencoder Features for Detection of Spoofed Speech INTERSPEECH 2016
Text-Available Speaker Recognition System for Forensic Applications INTERSPEECH 2016
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering INTERSPEECH 2016