Edinburgh Research Explorer

Stephen Renals

Chair of Speech Technology

  1. 2016
  2. 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

  3. 2015
  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

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