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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)

Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings INTERSPEECH 2017
A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings INTERSPEECH 2017
Audio Scene Classification with Deep Recurrent Neural Networks INTERSPEECH 2017
A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification INTERSPEECH 2017
Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification INTERSPEECH 2017
An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks INTERSPEECH 2017
Attention Networks for Modeling Behaviors in Addiction Counseling INTERSPEECH 2017
Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets INTERSPEECH 2017
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings INTERSPEECH 2017
Parallel Hierarchical Attention Networks with Shared Memory Reader for Multi-Stream Conversational Document Classification INTERSPEECH 2017
Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding INTERSPEECH 2017
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations INTERSPEECH 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks INTERSPEECH 2017
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation INTERSPEECH 2017
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks INTERSPEECH 2017
Generative Adversarial Network-Based Glottal Waveform Model for Statistical Parametric Speech Synthesis INTERSPEECH 2017
Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data INTERSPEECH 2017
Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors INTERSPEECH 2017
Segment Level Voice Conversion with Recurrent Neural Networks INTERSPEECH 2017
Nora the Empathetic Psychologist INTERSPEECH 2017
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring INTERSPEECH 2017
End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum INTERSPEECH 2017
An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification INTERSPEECH 2017
Snore Sound Classification Using Image-Based Deep Spectrum Features INTERSPEECH 2017
DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification INTERSPEECH 2017