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05/03/2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training
In this paper, we explore an improved framework to train a monoaural neu...
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04/08/2022
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction
Non-intrusive intelligibility prediction is important for its applicatio...
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04/08/2022
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners
An accurate objective speech intelligibility prediction algorithms is of...
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04/08/2022
Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition
End-to-end models have achieved significant improvement on automatic spe...
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01/31/2022
Leveraging Bitstream Metadata for Fast and Accurate Video Compression Correction
Video compression is a central feature of the modern internet powering t...
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06/15/2021
Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation
In this paper, we introduce a novel semi-supervised learning framework f...
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06/08/2021
Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model
Current hearing aids normally provide amplification based on a general p...
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03/15/2021
DHASP: Differentiable Hearing Aid Speech Processing
Hearing aids are expected to improve speech intelligibility for listener...
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02/20/2021
The Use of Voice Source Features for Sung Speech Recognition
In this paper, we ask whether vocal source features (pitch, shimmer, jit...
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02/07/2021
Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism
In this paper, we present a novel multi-channel speech extraction system...
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11/11/2020
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments
This paper introduces a new method for multi-channel time domain speech ...
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04/20/2020
CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Following the success of the 1st, 2nd, 3rd, 4th and 5th CHiME challenges...
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11/02/2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution
We present an approach for high-resolution video frame prediction by con...
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07/31/2018
DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation
Human auditory cortex excels at selectively suppressing background noise...
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03/28/2018
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines
The CHiME challenge series aims to advance robust automatic speech recog...
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10/25/2017