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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)

Generating Natural Video Descriptions via Multimodal Processing INTERSPEECH 2016
DNN-Based Automatic Speech Recognition as a Model for Human Phoneme Perception INTERSPEECH 2016
LSTM-Based NeuroCRFs for Named Entity Recognition INTERSPEECH 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding INTERSPEECH 2016
LatticeRnn: Recurrent Neural Networks Over Lattices INTERSPEECH 2016
Attention-Based Convolutional Neural Networks for Sentence Classification INTERSPEECH 2016
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016
Deep Stacked Autoencoders for Spoken Language Understanding INTERSPEECH 2016
Analysis on Gated Recurrent Unit Based Question Detection Approach INTERSPEECH 2016
A Novel Discriminative Score Calibration Method for Keyword Search INTERSPEECH 2016
Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting INTERSPEECH 2016
Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination INTERSPEECH 2016
Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information INTERSPEECH 2016
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling INTERSPEECH 2016
Articulatory Feature Extraction Using CTC to Build Articulatory Classifiers Without Forced Frame Alignments for Speech Recognition INTERSPEECH 2016
On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models INTERSPEECH 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks INTERSPEECH 2016
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models INTERSPEECH 2016
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks INTERSPEECH 2016
Unrestricted Vocabulary Keyword Spotting Using LSTM-CTC INTERSPEECH 2016
Formant Estimation and Tracking Using Deep Learning INTERSPEECH 2016
F0Contour Analysis Based on Empirical Mode Decomposition for DNN Acoustic Modeling in Mandarin Speech Recognition INTERSPEECH 2016
PhonVoc: A Phonetic and Phonological Vocoding Toolkit INTERSPEECH 2016
Automatic Paragraph Segmentation with Lexical and Prosodic Features INTERSPEECH 2016