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Scopus Author ID: 13608408300

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Education and qualifications (5)

The Open University: Milton Keynes, GB

2008 to 2018 | BSc (Hons) (Open)
Qualification
Source: Self-asserted source
Jonathan Darch

The Open University: Milton Keynes, GB

2017 to 2017 | Postgraduate Certificate in Online and Distance Education
Qualification
Source: Self-asserted source
Jonathan Darch

The Open University: Milton Keynes, GB

2012 to 2013 | Certificate (Mathematics)
Qualification
Source: Self-asserted source
Jonathan Darch

University of East Anglia: Norwich, Norfolk, GB

2003 to 2008 | PhD (Robust Acoustic Speech Feature Prediction from Mel Frequency Cepstral Coefficients) (School of Computing Sciences)
Education
Source: Self-asserted source
Jonathan Darch

University of East Anglia: Norwich, Norfolk, GB

2000 to 2003 | BEng (Hons) Electronic Engineering (School of Computing Sciences)
Education
Source: Self-asserted source
Jonathan Darch

Works (16)

Robust acoustic speech feature prediction from noisy mel-frequency cepstral coefficients

2011 | Journal article
DOI:

10.1109/TASL.2010.2047811

EID:

2-s2.0-78049261085
Contributors: Milner, B.; Darch, J.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Analysis and prediction of acoustic speech features from mel-frequency cepstral coefficients in distributed speech recognition architectures

2009 | Journal article
DOI:

10.1121/1.2997436

EID:

2-s2.0-60049098432
Contributors: Darch, J.; Milner, B.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Reconstructing clean speech from noisy MFCC vectors

2009 | Conference paper
EID:

2-s2.0-70450174967
Contributors: Milner, B.; Darch, J.; Almajai, I.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Applying noise compensation methods to robustly predict acoustic speech features from MFCC vectors in noise

2008 | Conference paper
DOI:

10.1109/ICASSP.2008.4518517

EID:

2-s2.0-51449083874
Contributors: Milner, B.; Darch, J.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Comparing noise compensation methods for robust prediction of acoustic speech features from MFCC vectors in noise

2008 | Conference paper
EID:

2-s2.0-84863743228
Contributors: Milner, B.; Darch, J.; Almajai, I.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Kalman tracking of linear predictor and harmonic noise models for noisy speech enhancement

2008 | Journal article
DOI:

10.1016/j.csl.2007.06.002

EID:

2-s2.0-34548272534
Contributors: Yan, Q.; Vaseghi, S.; Zavarehei, E.; Milner, B.; Darch, J.; White, P.; Andrianakis, I.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

A comparison of estimated and MAP-predicted formants and fundamental frequencies with a speech reconstruction application

2007 | Conference paper
EID:

2-s2.0-56149100986
Contributors: Darch, J.; Milner, B.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

An investigation into the correlation and prediction of acoustic speech features from MFCC vectors

2007 | Conference paper
DOI:

10.1109/ICASSP.2007.366950

EID:

2-s2.0-34547540839
Contributors: Darch, J.; Milner, B.; Almajai, I.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Formant tracking linear prediction model using HMMs and Kalman filters for noisy speech processing

2007 | Journal article
DOI:

10.1016/j.csl.2006.11.001

EID:

2-s2.0-33847659290
Contributors: Yan, Q.; Vaseghi, S.; Zavarehei, E.; Milner, B.; Darch, J.; White, P.; Andrianakis, I.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Visually-derived Wiener filters for speech enhancement

2007 | Conference paper
DOI:

10.1109/ICASSP.2007.366980

EID:

2-s2.0-34547539737
Contributors: Almajai, I.; Milner, B.; Darch, J.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Analysis of correlation between audio and visual speech features for clean audio feature prediction in noise

2006 | Conference paper
EID:

2-s2.0-44949122735
Contributors: Almajai, I.; Milner, B.; Darch, J.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

HMM-based MAP prediction of voiced and unvoiced formant frequencies from noisy MFCC vectors

2006 | Conference paper
EID:

2-s2.0-34547544554
Contributors: Darch, J.; Milner, B.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

MAP prediction of formant frequencies and voicing class from MFCC vectors in noise

2006 | Journal article
DOI:

10.1016/j.specom.2006.06.001

EID:

2-s2.0-33750293417
Contributors: Darch, J.; Milner, B.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Formant frequency prediction from MFCC vectors in noisy environments

2005 | Conference paper
EID:

2-s2.0-33745198685
Contributors: Darch, J.; Milner, B.; Vaseghi, S.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Fundamental frequency and voicing prediction from MFCCs for speech reconstruction from unconstrained speech

2005 | Conference paper
EID:

2-s2.0-33745203982
Contributors: Milner, B.; Shao, X.; Darch, J.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier

Predicting formant frequencies from MFCC vectors

2005 | Conference paper
DOI:

10.1109/ICASSP.2005.1415270

EID:

2-s2.0-33646763209
Contributors: Darch, J.; Milner, B.; Shao, X.; Vaseghi, S.; Yan, Q.
Source: Self-asserted source
Jonathan Darch via Scopus - Elsevier
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