Edinburgh Research Explorer

Prof Stephen Renals

Chair of Speech Technology

  1. 2018
  2. WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition

    Ali, A., Nakov, P., Bell, P. & Renals, S., 25 Jan 2018, IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 141-148 8 p.

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

  3. 2017
  4. Distant Speech Recognition Experiments Using the AMI Corpus

    Renals, S. & Swietojanski, P., 30 Oct 2017, New Era for Robust Speech Recognition: Exploiting Deep Learning. Springer, p. 355-368 14 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  5. End-to-end neural segmental models for speech recognition

    Hao, T., Lu, L., Kong, L., Gimpel, K., Livescu, K., Dyer, C., Smith, N. A. & Renals, S., 14 Sep 2017, In : IEEE Journal of Selected Topics in Signal Processing. 11, 8, p. 1254-1264 11 p.

    Research output: Contribution to journalArticle

  6. Factorised representations for neural network adaptation to diverse acoustic environments

    Fainberg, J., Renals, S. & Bell, P., 24 Aug 2017, Proceedings Interspeech 2017. p. 749-753 5 p.

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

  7. Hierarchical Recurrent Neural Network for Story Segmentation

    Tsunoo, E., Bell, P. & Renals, S., 24 Aug 2017, Proceedings Interspeech 2017. p. 2919-2923 5 p.

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

  8. Small-footprint highway deep neural networks for speech recognition

    LU, L. & Renals, S., Jul 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 7, p. 1502-1511 10 p.

    Research output: Contribution to journalArticle

  9. Knowledge Distillation for Small-footprint Highway Networks

    Lu, L., Guo, M. & Renals, S., 19 Jun 2017, 2017 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 4280-4284 5 p.

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

  10. Sequence-to-Sequence Models for Punctuated Transcription Combing Lexical and Acoustic Features

    Klejch, O., Bell, P. & Renals, S., 19 Jun 2017, The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 5700-5704 5 p.

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

  11. Multiplicative LSTM for sequence modelling

    Krause, B., Murray, I., Renals, S. & LU, L., 26 Apr 2017, International Conference on Learning Representations - ICLR 2017 - Workshop Track. p. 2872-2880 9 p.

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

  12. User Generated Dialogue Systems: uDialogue

    Tokuda, K., Lee, A., Nankaku, Y., Oura, K., Hashimoto, K., Yamamoto, D., Takumi, I., Uchiya, T., Tsutsumi, S., Renals, S. & Yamagishi, J., 21 Apr 2017, Human-Harmonized Information Technology, Volume 2: Horizontal Expansion. Nishida, T. (ed.). Tokyo: Springer Japan, p. 77-114 38 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  13. The SUMMA Platform Prototype

    Liepins, R., Germann, U., Barzdins, G., Birch, A., Renals, S., Weber, S., Kreeft, P. V. D., Bourlard, H., Prieto, J., Klejch, O., Bell, P., Lazaridis, A., Mendes, A., Riedel, S., Almeida, M. S. C., Balage, P., Cohen, S., Dwojak, T., Garner, P., Giefer, A. & 25 others, Junczys-Dowmunt, M., Imrani, H., Nogueira, D., Ali, A., Miranda, S., Popescu-Belis, A., Werlen, L. M., Papasarantopoulos, N., Obamuyide, A., Jones, C., Dalvi, F., Vlachos, A., Wang, Y., Tong, S., Sennrich, R., Pappas, N., Narayan, S., Damonte, M., Durrani, N., Khurana, S., Abdelali, A., Sajjad, H., Vogel, S., Sheppey, D. & Hernon, C., 7 Apr 2017, Proceedings of the EACL 2017 Software Demonstrations. London. UK: Association for Computational Linguistics (ACL), p. 116–119 4 p.

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

  14. Punctuated Transcription of Multi-genre Broadcasts Using Acoustic and Lexical Approaches

    Klejch, O., Bell, P. & Renals, S., 9 Feb 2017, 2016 IEEE Workshop on Spoken Language Technology. Institute of Electrical and Electronics Engineers (IEEE), p. 433-440 8 p.

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

  15. The MGB-2 Challenge: Arabic Multi-Device Broadcast Media Recognition

    Ali, A., Bell, P., Glass, J., Messaoui, Y., Mubarak, H., Renals, S. & Zhang, Y., 9 Feb 2017, 2016 IEEE Workshop on Spoken Language Technology. Institute of Electrical and Electronics Engineers (IEEE), p. 279-284 6 p.

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

  16. Multitask learning of context-dependent targets in deep neural network acoustic models

    Bell, P., Swietojanski, P. & Renals, S., Feb 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 2, p. 238 - 247 10 p.

    Research output: Contribution to journalArticle

  17. 2016
  18. Automatic Dialect Detection in Arabic Broadcast Speech

    Ali, A., Dehak, N., Cardinal, P., Khurana, S., Yella, S. H., Glass, J., Bell, P. & Renals, S., 12 Sep 2016, Interspeech 2016. p. 2934-2938 5 p.

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

  19. Improving Children's Speech Recognition through Out-of-Domain Data Augmentation

    Fainberg, J., Bell, P., Lincoln, M. & Renals, S., 12 Sep 2016, Interspeech 2016. p. 1598-1602 5 p.

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

  20. Just-in-time prepared captioning for live transmissions

    Simpson, M. N., Barrett, J., Bell, P. & Renals, S., 12 Sep 2016, IBC 2016 Conference. Amsterdam, Netherlands: IET, 9 p.

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

  21. Segmental Recurrent Neural Networks for End-to-end Speech Recognition

    Lu, L., Kong, L., Dyer, C., Smith, N. A. & Renals, S., 12 Sep 2016, Proceedings of Interspeech 2016. San Francisco, United States, p. 385-389 5 p.

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

  22. Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition

    Lu, L. & Renals, S., 12 Sep 2016, Proceedings of Interspeech 2016. San Francisco, United States, 5 p.

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

  23. Unsupervised Adaptation of Recurrent Neural Network Language Models

    Gangireddy, S. R., Swietojanski, P., Bell, P. & Renals, S., 8 Sep 2016, Interspeech 2016. p. 2333-2337 5 p.

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

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