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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)

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation INTERSPEECH 2018
Improving Mandarin Tone Recognition Using Convolutional Bidirectional Long Short-Term Memory with Attention INTERSPEECH 2018
Subword and Crossword Units for CTC Acoustic Models INTERSPEECH 2018
Neural Error Corrective Language Models for Automatic Speech Recognition INTERSPEECH 2018
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks INTERSPEECH 2018
A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks INTERSPEECH 2018
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease INTERSPEECH 2018
Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018
Exemplar-Based Spectral Detail Compensation for Voice Conversion INTERSPEECH 2018
Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance INTERSPEECH 2018
Attention-based Sequence Classification for Affect Detection INTERSPEECH 2018
Implementing Fusion Techniques for the Classification of Paralinguistic Information INTERSPEECH 2018
Self-Assessed Affect Recognition Using Fusion of Attentional BLSTM and Static Acoustic Features INTERSPEECH 2018
Contextual Slot Carryover for Disparate Schemas INTERSPEECH 2018
Capsule Networks for Low Resource Spoken Language Understanding INTERSPEECH 2018
Deep Siamese Architecture Based Replay Detection for Secure Voice Biometric INTERSPEECH 2018
A Deep Identity Representation for Noise Robust Spoofing Detection INTERSPEECH 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
Decision-level Feature Switching as a Paradigm for Replay Attack Detection INTERSPEECH 2018
Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification INTERSPEECH 2018
Acoustic Modeling with DFSMN-CTC and Joint CTC-CE Learning INTERSPEECH 2018
End-to-End Speech Command Recognition with Capsule Network INTERSPEECH 2018
End-to-End Speech Recognition from the Raw Waveform INTERSPEECH 2018
Densely Connected Networks for Conversational Speech Recognition INTERSPEECH 2018
Multi-Head Decoder for End-to-End Speech Recognition INTERSPEECH 2018