Edinburgh Research Explorer

Prof Stephen Renals

Chair of Speech Technology

  1. 2015
  2. A Study of the Recurrent Neural Network Encoder-Decoder for Large Vocabulary Speech Recognition

    Lu, L., Zhang, X., Cho, K. & Renals, S., Sep 2015, INTERSPEECH 2015 16th Annual Conference of the International Speech Communication Association. p. 3249-3253 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Prosodically-enhanced Recurrent Neural Network Language Models

    Gangireddy, S. R., Renals, S., Nankaku, Y. & Lee, A., Sep 2015, INTERSPEECH 2015 16th Annual Conference of the International Speech Communication Association. p. 2390-2394 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Structured Output Layer with Auxiliary Targets for Context-Dependent Acoustic Modelling

    Swietojanski, P., Bell, P. & Renals, S., Sep 2015, INTERSPEECH 2015 16th Annual Conference of the International Speech Communication Association. International Speech Communication Association, p. 3605-3609 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Regularization of context-dependent deep neural networks with context-independent multi-task training

    Bell, P. & Renals, S., 6 Aug 2015, Proc IEEE International Conference on Acoustics, Speech and Signal Processing. Brisbane, QLD, Australia: Institute of Electrical and Electronics Engineers (IEEE), p. 4290-4294 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Multi-Reference Evaluation for Dialectal Speech Recognition System: A Study for Egyptian ASR

    Ali, A., Magdy, W. & Renals, S., 1 Aug 2015, Proceedings of the Second Workshop on Arabic Natural Language Processing. Association for Computational Linguistics, p. 118-126 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human--Human and Human--Machine Interactions

    Vinciarelli, A., Esposito, A., André, E., Bonin, F., Chetouani, M., Cohn, J. F., Cristani, M., Fuhrmann, F., Gilmartin, E., Hammal, Z., Heylen, D., Kaiser, R., Koutsombogera, M., Potamianos, A., Renals, S., Riccardi, G. & Salah, A. A., Aug 2015, In : Cognitive Computation. 7, 4, p. 397-413 17 p.

    Research output: Contribution to journalArticle

  8. A system for automatic alignment of broadcast media captions using weighted finite-state transducers

    Bell, P. & Renals, S., 2015, 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015). Institute of Electrical and Electronics Engineers (IEEE), p. 675-680 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Differentiable pooling for unsupervised speaker adaptation

    Swietojanski, P. & Renals, S., 2015, Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing. 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE

    Uria, B., Murray, I., Renals, S., Valentini-Botinhao, C. & Bridle, J., 2015, Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on . IEEE Signal Processing Society Press, p. 4465-4469 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Multi-frame factorisation for long-span acoustic modelling

    Lu, L. & Renals, S., 2015, Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing. 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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