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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)

Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 2018
Connecting Low-Level Image Processing and High-Level Vision via Deep Learning IJCAI 2018
CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning IJCAI 2018
Multi-Sensor Mobile Platform for the Recognition of Activities of Daily Living and their Environments based on Artificial Neural Networks IJCAI 2018
Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018
Multi-channel Attention for End-to-End Speech Recognition INTERSPEECH 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition INTERSPEECH 2018
BLSTM-CRF Based End-to-End Prosodic Boundary Prediction with Context Sensitive Embeddings in a Text-to-Speech Front-End INTERSPEECH 2018
Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection INTERSPEECH 2018
Spoken Keyword Detection Using Joint DTW-CNN INTERSPEECH 2018
Monitoring Infant's Emotional Cry in Domestic Environments Using the Capsule Network Architecture INTERSPEECH 2018
Neural Network Architecture That Combines Temporal and Summative Features for Infant Cry Classification in the Interspeech 2018 Computational Paralinguistics Challenge INTERSPEECH 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? INTERSPEECH 2018
Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition INTERSPEECH 2018
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts INTERSPEECH 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition INTERSPEECH 2018
End-to-end Deep Neural Network Age Estimation INTERSPEECH 2018
On Learning to Identify Genders from Raw Speech Signal Using CNNs INTERSPEECH 2018
Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation INTERSPEECH 2018
Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method INTERSPEECH 2018
Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks INTERSPEECH 2018
Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks INTERSPEECH 2018