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Neural Networks

11,300 papers

Papers per year

Papers

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
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
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
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
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
Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance INTERSPEECH 2018