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Speech Enhancement

218 directly classified papers

Papers per year

Papers

What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions INTERSPEECH 2023
Multi-Channel Speech Separation with Cross-Attention and Beamforming INTERSPEECH 2023
DeePMOS: Deep Posterior Mean-Opinion-Score of Speech INTERSPEECH 2023
A no-reference speech quality assessment method based on neural network with densely connected convolutional architecture INTERSPEECH 2023
An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention INTERSPEECH 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation INTERSPEECH 2023
Consonant-emphasis Method Incorporating Robust Consonant-section Detection to Improve Intelligibility of Bone-conducted speech INTERSPEECH 2023
A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy INTERSPEECH 2022
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction INTERSPEECH 2022
Joint Neural AEC and Beamforming with Double-Talk Detection INTERSPEECH 2022
Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids INTERSPEECH 2022
Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation INTERSPEECH 2022
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems INTERSPEECH 2022
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network INTERSPEECH 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection INTERSPEECH 2022
Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay INTERSPEECH 2022
Learning to Separate Voices by Spatial Regions ICML 2022
COVID-19 detection based on respiratory sensing from speech INTERSPEECH 2022
Improve Speech Enhancement using Perception-High-Related Time-Frequency Loss INTERSPEECH 2022
Online Target Speaker Voice Activity Detection for Speaker Diarization INTERSPEECH 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations INTERSPEECH 2022
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor’s Approximation Theory INTERSPEECH 2022
Application for Real-time Personalized Speaker Extraction INTERSPEECH 2022
Weakly-Supervised Neural Full-Rank Spatial Covariance Analysis for a Front-End System of Distant Speech Recognition INTERSPEECH 2022
Convolutive Weighted Multichannel Wiener Filter Front-end for Distant Automatic Speech Recognition in Reverberant Multispeaker Scenarios INTERSPEECH 2022