Edinburgh Research Explorer

Stephen Renals

Chair of Speech Technology

  1. 2017
  2. Factorised representations for neural network adaptation to diverse acoustic environments

    Fainberg, J., Renals, S. & Bell, P., 24 Aug 2017, Proceedings Interspeech 2017. International Speech Communication Association, p. 749-753 5 p. (Interspeech).

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

  3. Hierarchical Recurrent Neural Network for Story Segmentation

    Tsunoo, E., Bell, P. & Renals, S., 24 Aug 2017, Proceedings Interspeech 2017. International Speech Communication Association, p. 2919-2923 5 p. (Interspeech).

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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

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