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Speech Enhancement

218 directly classified papers

Papers per year

Papers

TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids INTERSPEECH 2020
Online Blind Reverberation Time Estimation Using CRNNs INTERSPEECH 2020
Single-Channel Blind Direct-to-Reverberation Ratio Estimation Using Masking INTERSPEECH 2020
Intelligibility Enhancement Based on Speech Waveform Modification Using Hearing Impairment INTERSPEECH 2020
Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering INTERSPEECH 2019
MOSNet: Deep Learning-Based Objective Assessment for Voice Conversion INTERSPEECH 2019
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking INTERSPEECH 2019
Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement INTERSPEECH 2019
R2SPIN: Re-Recording the Revised Speech Perception in Noise Test INTERSPEECH 2019
Deep Learning Based Multi-Channel Speaker Recognition in Noisy and Reverberant Environments INTERSPEECH 2019
Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification INTERSPEECH 2019
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation INTERSPEECH 2019
Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder INTERSPEECH 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function INTERSPEECH 2019
Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks INTERSPEECH 2018
Binaural Speech Intelligibility Estimation Using Deep Neural Networks INTERSPEECH 2018
PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation INTERSPEECH 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation INTERSPEECH 2018
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning IJCAI 2018
All-Neural Multi-Channel Speech Enhancement INTERSPEECH 2018
Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018
Ideal Ratio Mask Estimation Using Deep Neural Networks for Monaural Speech Segregation in Noisy Reverberant Conditions INTERSPEECH 2017