Projects per year
Personal profile
Academic Background
Ben Milner received a PhD in robust speech processing from the University of East Anglia in 1995. Prior to this he received a BEng in electronic engineering
Career
In 1994 Ben moved to BT Laboratories in the speech recognition group, where he specialised in noise and channel robustness and front-end processing. In particular he worked on reducing error rates for services such as automated directory enquiries and speech recognition from payphones. More recent work at BT considered the effect of performing speech recognition over mobile and IP networks where problems of packet loss and codec distortion are addressed. He was also responsible for the handwriting component of BT's SmartQuill which features in the Guinness Book of Records as 'the world's most intelligent pen!'. He was also involved in work to automatically detect the internal rotting of telephone poles. He holds three patents in the areas of speech processing and handwriting recognition.
In March 2001 Ben returned to the School of Information Systems (now the School of Computing Sciences) as a Senior Lecturer.
Ben has also spent some time in oil and gas exploration working on side scan sonar and seabed profiling.
Key Research Interests
Ben Milner is part of the Speech, Language and Audio Processing
Ben's research interests continue to be in the area of robust speech processing. In particular considering the effects of mobile and IP networks on speech quality and recognition performance.
Follow this link for current PhD opportunities in Computing Sciences. But feel free to email me to discuss projects outside these areas and alternative sources of funding.
Selected Publications
Milner, B. P. and Shao, X., Prediction of Fundamental Frequency and Voicing from Mel-Frequency Cepstral Coefficients for Unconstrained Speech Reconstruction. IEEE Transactions on Audio, Speech and Language Processing, Volume 15, Issue 1, Page(s) 24-33, 2007.
Darch, J., Milner, B.P., and Saeed Vaseghi, MAP Prediction of Formant Frequencies and Voicing Class from MFCC Vectors in Noise. Speech Communication, Volume 48, Issue 11, Page(s) 1556-1572, 2006.
James, A. B. and Milner, B. P., Towards improving the robustness of distributed speech recognition in packet loss. Journal of Speech Communication, Volume 48, Issue 11, Page(s) 1402-1421, 2006.
Milner, B. P. and James, A. B., Robust speech recognition over mobile and IP networks in burst-like packet loss. IEEE Trans. Audio, Speech and Language Processing, Volume 14, Issue 1, Page(s) 223-231, 2006.
Key Responsibilities
Associate Dean for Learning and Teaching, Faculty of Science
Director of Learning and Teaching, School of Computing Sciences
Network
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EPSRC DE Call with Univ of Exeter
Parr, G., Aung, M. H., Milner, B. & Ren, E.
Engineering and Physical Sciences Research Council
1/03/21 → 28/02/26
Project: Research
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Calling in the wilderness: the use of Passive Acoustic Monitoring in biodiversity surveys
1/10/20 → 31/03/24
Project: Training
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Developing an Artificial Intelligence Ensemble for Enhancing Seabed Mapping of the GeoSwath System
1/04/21 → 31/03/23
Project: Research
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Developing an Artificial Intelligence Ensemble for Enhancing Seabed Mapping of the GeoSwath System
1/04/21 → 31/03/23
Project: Research
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Smart Environments Research Facility
Lettice, F., Aung, M. H., Bagnall, T., Buckley, O., Cawley, G., Day, A., De La Iglesia, B., Finlayson, G., Harvey, R., Huber, K., Kulinskaya, E., Laycock, S., Lines, J., Mackiewicz, M., Milner, B., Moulton, V., Parr, G., Ren, E. & Wang, W.
Engineering and Physical Sciences Research Council
10/01/20 → 8/07/22
Project: Research
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The Potential of Artificial Intelligence in Phase-Measuring Bathymetric Sonar Data Processing
Milner, B., Wang, W., Websdale, D., Gutierrez, F. & Dowdeswell, R., 1 Apr 2022.Research output: Contribution to conference › Paper › peer-review
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Improving the robustness of right whale detection in noisy conditions using denoising autoencoders and augmented training
Vickers, W., Milner, B. & Lee, R., 13 May 2021, p. 91-95. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile1 Citation (Scopus)9 Downloads (Pure) -
Robust North Atlantic right whale detection using deep learning models for denoising
Vickers, W., Milner, B., Risch, D. & Lee, R., Jun 2021, In: Journal of the Acoustical Society of America. 149, 6, p. 3797-3812 16 p., 3797.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)4 Downloads (Pure) -
Speaker-independent speech animation using perceptual loss functions and synthetic data
Websdale, D., Taylor, S. & Milner, B., 14 Jun 2021, In: IEEE Transactions on Multimedia. 24, p. 2539-2552 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)16 Downloads (Pure) -
Methods to Improve the Robustness of Right Whale Detection using CNNs in Changing Conditions
Vickers, W., Milner, B., Gorpincenko, A. & Lee, R., 2020, EUSIPCO 2020. p. 106-110 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile8 Downloads (Pure)
Prizes
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UEA Innovation and Impact Awards
Wang, Wenjia (Recipient) & Milner, Ben (Recipient), May 2021
Prize: Prize (including medals and awards)
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UEA Innovation and Impact Awards
Wang, Wenjia (Recipient) & Milner, Ben (Recipient), May 2022
Prize: Prize (including medals and awards)
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Conversational interaction (Journal)
Ben Milner (Guest editor)
2006Activity: Editorial work › Publication editorial role
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ISCA Tutorial and Research Workshop (ITRW) Robust2004 - Robustness Issues for Conversation Interaction
Ben Milner (Chair)
2004Activity: Participating in or organising an event › Participation in workshop or seminar
Press/Media
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One of the world’s most endangered whale species could have added protection from threats posed by human marine activity, through technology developed by UEA.
3/06/21 → 9/06/21
9 items of Media coverage
Press/Media: Press / Media