Ning Ma

Orcid: 0000-0002-4112-3109

Affiliations:
  • University of Sheffield, UK


According to our database1, Ning Ma authored at least 50 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2023
Intelligibility prediction with a pretrained noise-robust automatic speech recognition model.
CoRR, 2023

Obstructive sleep apnea screening with breathing sounds and respiratory effort: a multimodal deep learning approach.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Robust Binaural Sound Localisation with Temporal Attention.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2022

SNuC: The Sheffield Numbers Spoken Language Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Auditory-Based Data Augmentation for end-to-end Automatic Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

DHASP: Differentiable Hearing Aid Speech Processing.
Proceedings of the IEEE International Conference on Acoustics, 2021

Exploiting Non-Negative Matrix Factorization for Binaural Sound Localization in the Presence of Directional Interference.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Snorer Diarisation Based On Deep Neural Network Embeddings.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Exploiting Deep Neural Networks and Head Movements for Robust Binaural Localisation of Multiple Sources in Reverberant Environments.
CoRR, 2019

End-to-end Binaural Sound Localisation from the Raw Waveform.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning Features for Robust Detection of Acoustic Events in Sleep-disordered Breathing.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Robust Binaural Localization of a Target Sound Source by Combining Spectral Source Models and Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

2017
Exploiting Deep Neural Networks and Head Movements for Robust Binaural Localization of Multiple Sources in Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Spectral Reconstruction and Noise Model Estimation Based on a Masking Model for Noise Robust Speech Recognition.
Circuits Syst. Signal Process., 2017

Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Speech Localisation in a Multitalker Mixture by Humans and Machines.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

A Robust Dual-Microphone Speech Source Localization Algorithm for Reverberant Environments.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Exploiting deep neural networks and head movements for binaural localisation of multiple speakers in reverberant conditions.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Exploiting top-down source models to improve binaural localisation of multiple sources in reverberant environments.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Robust localisation of multiple speakers exploiting head movements and multi-conditional training of binaural cues.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exploiting synchrony spectra and deep neural networks for noise-robust automatic speech recognition.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2013
MMSE-Based Missing-Feature Reconstruction With Temporal Modeling for Robust Speech Recognition.
IEEE Trans. Speech Audio Process., 2013

Speech Spectral Envelope Enhancement by HMM-Based Analysis/Resynthesis.
IEEE Signal Process. Lett., 2013

A hearing-inspired approach for distant-microphone speech recognition in the presence of multiple sources.
Comput. Speech Lang., 2013

The PASCAL CHiME speech separation and recognition challenge.
Comput. Speech Lang., 2013

2012
Combining Speech Fragment Decoding and Adaptive Noise Floor Modeling.
IEEE Trans. Speech Audio Process., 2012

Coupling identification and reconstruction of missing features for noise-robust automatic speech recognition.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Log-spectral feature reconstruction based on an occlusion model for noise robust speech recognition.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Combining missing-data reconstruction and uncertainty decoding for robust speech recognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Binaural Cues for Fragment-Based Speech Recognition in Reverberant Multisource Environments.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

A pitch based noise estimation technique for robust speech recognition with Missing Data.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Speech fragment decoding techniques for simultaneous speaker identification and speech recognition.
Comput. Speech Lang., 2010

Distant microphone speech recognition in a noisy indoor environment: combining soft missing data and speech fragment decoding.
Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2010

The CHiME corpus: a resource and a challenge for computational hearing in multisource environments.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2009
Informing multisource decoding in robust automatic speech recognition.
PhD thesis, 2009

Modelling the prepausal lengthening effect for speech recognition: a dynamic Bayesian network approach.
Proceedings of the IEEE International Conference on Acoustics, 2009

A speech fragment approach to localising multiple speakers in reverberant environments.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A 'speechiness' measure to improve speech decoding in the presence of other sound sources.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007
Exploiting correlogram structure for robust speech recognition with multiple speech sources.
Speech Commun., 2007

Applying word duration constraints by using unrolled HMMs.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Integrating pitch and localisation cues at a speech fragment level.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2006
Exploiting dendritic autocorrelogram structure to identify spectro-temporal regions dominated by a single sound source.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Recent advances in speech fragment decoding techniques.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005
Context-dependent word duration modelling for robust speech recognition.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005


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