Edinburgh Research Explorer

Prof Stephen Renals

Chair of Speech Technology

  1. 2016
  2. Differentiable Pooling for Unsupervised Acoustic Model Adaptation

    Swietojanski, P. & Renals, S., Aug 2016, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 24, 10, p. 1773-1784 12 p.

    Research output: Contribution to journalArticle

  3. Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation

    Swietojanski, P., Li, J. & Renals, S., May 2016, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 24, 8, p. 1450-1463 14 p.

    Research output: Contribution to journalArticle

  4. SAT-LHUC: Speaker adaptive training for learning hidden unit contributions

    Swietojanski, P. & Renals, S., 1 Mar 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 5010-5014 5 p.

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

  5. On training the recurrent neural network encoder-decoder for large vocabulary end-to-end speech recognition

    Lu, L., Zhang, X. & Renals, S., Mar 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 5060-5064 5 p.

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

  6. Character-level neural translation for multilingual media monitoring in the SUMMA project

    Barzdins, G., Renals, S. & Gosko, D., 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. European Language Resources Association (ELRA), p. 1789-1793 5 p.

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

  7. 2015
  8. Multi-reference WER for evaluating ASR for languages with no orthographic rule

    Ali, A., Magdy, W., Bell, P. & Renals, S., 13 Dec 2015, Proceedings of 2015 IEEE Automatic Speech Recognition and Understanding Workshop. Institute of Electrical and Electronics Engineers (IEEE), p. 576-580 5 p.

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

  9. On the Efficiency of Recurrent Neural Network Optimization Algorithms

    Krause, B., Lu, L., Murray, I. & Renals, S., Dec 2015, OPT2015 Optimization for Machine Learning at the Neural Information Processing Systems Conference, 2015. 5 p.

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

  10. Complementary tasks for context-dependent deep neural network acoustic models

    Bell, P. & Renals, S., 11 Sep 2015, INTERSPEECH 2015 16th Annual Conference of the International Speech Communication Association. p. 3610-3614 5 p.

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

  11. Feature-space Speaker Adaptation for Probabilistic Linear Discriminant Analysis Acoustic Models

    Lu, L. & Renals, S., 11 Sep 2015, INTERSPEECH 2015 16th Annual Conference of the International Speech Communication Association. p. 2862-2866 5 p.

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

  12. A study of speaker adaptation for DNN-based speech synthesis

    Wu, Z., Swietojanski, P., Veaux, C., Renals, S. & King, S., 6 Sep 2015, Proceedings of Interspeech 2015. International Speech Communication Association

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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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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