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Deep Learning

1,856 papers

Papers per year

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Papers

End-to-End Deep Learning Speech Recognition Model for Silent Speech Challenge INTERSPEECH 2020
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks INTERSPEECH 2020
Acoustic Scene Classification Using Audio Tagging INTERSPEECH 2020
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network INTERSPEECH 2020
Acoustic Scene Analysis with Multi-Head Attention Networks INTERSPEECH 2020
Raw Sign and Magnitude Spectra for Multi-Head Acoustic Modelling INTERSPEECH 2020
Robust Raw Waveform Speech Recognition Using Relevance Weighted Representations INTERSPEECH 2020
Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions INTERSPEECH 2020
An Alternative to MFCCs for ASR INTERSPEECH 2020
Deep Learning Based Dereverberation of Temporal Envelopes for Robust Speech Recognition INTERSPEECH 2020
A Mask-Based Model for Mandarin Chinese Polyphone Disambiguation INTERSPEECH 2020
Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling INTERSPEECH 2020
Doing Something we Never could with Spoken Language Technologies-from early days to the era of deep learning INTERSPEECH 2020
Deep Attentive End-to-End Continuous Breath Sensing from Speech INTERSPEECH 2020
Low Latency End-to-End Streaming Speech Recognition with a Scout Network INTERSPEECH 2020
Streaming Transformer-Based Acoustic Models Using Self-Attention with Augmented Memory INTERSPEECH 2020
Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition INTERSPEECH 2020
JukeBox: A Multilingual Singer Recognition Dataset INTERSPEECH 2020
Constrained Ratio Mask for Speech Enhancement Using DNN INTERSPEECH 2020
Low-Latency Single Channel Speech Dereverberation Using U-Net Convolutional Neural Networks INTERSPEECH 2020
Single-Channel Speech Enhancement by Subspace Affinity Minimization INTERSPEECH 2020
Noise Tokens: Learning Neural Noise Templates for Environment-Aware Speech Enhancement INTERSPEECH 2020
NAAGN: Noise-Aware Attention-Gated Network for Speech Enhancement INTERSPEECH 2020
Online Monaural Speech Enhancement Using Delayed Subband LSTM INTERSPEECH 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression INTERSPEECH 2020