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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)

A Comparison of Input Types to a Deep Neural Network-based Forced Aligner INTERSPEECH 2018
Joint Learning Using Denoising Variational Autoencoders for Voice Activity Detection INTERSPEECH 2018
Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI INTERSPEECH 2018
Structured Word Embedding for Low Memory Neural Network Language Model INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling INTERSPEECH 2018
Deep Learning based Situated Goal-oriented Dialogue Systems INTERSPEECH 2018
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks INTERSPEECH 2018
A Simple Model for Detection of Rare Sound Events INTERSPEECH 2018
Temporal Transformer Networks for Acoustic Scene Classification INTERSPEECH 2018
Temporal Attentive Pooling for Acoustic Event Detection INTERSPEECH 2018
Neural Speech Turn Segmentation and Affinity Propagation for Speaker Diarization INTERSPEECH 2018
Information Encoding by Deep Neural Networks: What Can We Learn? INTERSPEECH 2018
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features INTERSPEECH 2018
Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018
Visualizing Phoneme Category Adaptation in Deep Neural Networks INTERSPEECH 2018
Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition INTERSPEECH 2018
Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks INTERSPEECH 2018
Acoustic Modeling from Frequency Domain Representations of Speech INTERSPEECH 2018
Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations INTERSPEECH 2018
Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network INTERSPEECH 2018
A Deep Learning Approach to Assessing Non-native Pronunciation of English Using Phone Distances INTERSPEECH 2018
Paired Phone-Posteriors Approach to ESL Pronunciation Quality Assessment INTERSPEECH 2018
Discourse Marker Detection for Hesitation Events on Mandarin Conversation INTERSPEECH 2018