Publications
2015
- M. Doulaty, O. Saz, R. W. M. Ng and T. Hain, “Latent Dirichlet Allocation Based
Organisation of Broadcast Media Archives for Deep Neural Network Adaptation,” in
Proceedings of the 2015 IEEE Automatic Speech Recognition and Understanding
Workshop (ASRU), Scottsdale, Arizona, USA, 2015.
- M. Doulaty, O. Saz, and T. Hain, “Data-selective Transfer Learning for Multi-Domain
Speech Recognition,” in Proceedings of the 16th Annual Conference of the
International Speech Communication Association (Interspeech), Dresden,
Germany, 2015. PDF
- M. Doulaty, O. Saz, and T. Hain, “Unsupervised Domain Discovery using Latent
Dirichlet Allocation for Acoustic Modelling in Speech Recognition,” in
Proceedings of the 16th Annual Conference of the International Speech
Communication Association (Interspeech), Dresden, Germany, 2015. PDF
- O. Saz, M. Doulaty, S. Deena, R. Milner, R. W. M. Ng, M. Hasan, Y. Liu, T. Hain,
“The 2015 Sheffield System for Transcription of Multi--Genre Broadcast Media,” in
Proceedings of the 2015 IEEE Automatic Speech Recognition and Understanding
Workshop (ASRU), Scottsdale, Arizona, USA, 2015.
- R. Milner, O. Saz, S. Deena, M. Doulaty, R. W. M. Ng, T. Hain, “The 2015 Sheffield
System for Longitudinal Diarisation of Broadcast Media,” in Proceedings of the
2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU),
Scottsdale, Arizona, USA, 2015.
- E. Loweimi, M. Doulaty, J. Barker, T. Hain, “Long-term Statistical Feature
Extraction from Speech Signal and its Application in Emotion Recognition” in
Proceedings 3rd International Conference on Statistical Language and Speech
Processing (SLSP), Budapest, Hungary, 2015.
2014
- O. Saz, M. Doulaty, and T. Hain, “Background-Tracking Acoustic Features for Genre
Identification of Broadcast Shows,” in Proceedings of the 2014 Spoken Language
Technology (SLT) Workshop, South Lake Tahoe NV, USA, 2014, pp. 118-123.
- R. W. M. Ng, M. Doulaty, R. Doddipatla, O. Saz, M. Hasan, T. Hain, W. Aziz, K. Shaf,
and L. Specia, “The USFD spoken language translation system for IWSLT 2014,” , Lake
Tahoe, USA, 2014.
2013
- M. Doulaty, M. R. Feizi-Derakhshi, and M. Abdi. "Timetabling: A State-of-the-Art
Evolutionary Approach." International Journal of Machine Learning and
Computing 3.3 (2013): 255.