Edinburgh Research Explorer

Stephen Renals

Chair of Speech Technology

  1. Multi-class Extractive Voicemail Summarization

    Koumpis, K. & Renals, S., 2003, Proceedings of the 8th European Conference on Speech Communication and Technology: Eurospeech 2003 - Interspeech 2003. ISCA, p. 2785-2788 4 p.

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

  2. Extractive Summarization of Voicemail using Lexical and Prosodic Feature Subset Selection

    Koumpis, K., Renals, S. & Niranjan, M., 2001, 7th European Conference on Speech Communication and Technology: Eurospeech 2001 Scandinavia. Dalsgaard, P., Lindberg, B., Benner, H. & Tan, Z-H. (eds.). Aalborg, Denmark: Kommunik Grafiske Løsninger , p. 2377-2380

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

  3. The Role of Prosody in a Voicemail Summarization System

    Koumpis, K. & Renals, S., 2001, Proceedings of the ITRW on Prosody in Speech Recognition and Understanding: Prosody 2001. ISCA, 16

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

  4. Transcription and Summarization of Voicemail Speech

    Koumpis, K. & Renals, S., 2000, Proceedings of the 6th International Conference on Spoken Language Processing: ICSLP 2000. ISCA, p. 688-691

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

  5. Automatic Summarization of Voicemail Messages Using Lexical and Prosodic Features

    Koumpis, K. & Renals, S., 1 Feb 2005, In: ACM Transactions on Speech and Language Processing. 2, 1, 21 p., 1.

    Research output: Contribution to journalArticlepeer-review

  6. Evaluation of Extractive Voicemail Summarization

    Koumpis, K. & Renals, S., 2003, 2003 ISCA Workshop on Multilingual Spoken Document Retrieval, Proceedings of the: MSDR 2003. ISCA, p. 19-24

    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. Dynamic Evaluation of Neural Sequence Models

    Krause, B., Kahembwe, E., Murray, I. & Renals, S., 15 Jul 2018, Proceedings of the 35th International Conference on Machine Learning. Dy, J. & Krause, A. (eds.). Stockholmsmässan, Stockholm Sweden: PMLR, p. 2766-2775 10 p. (Proceedings of Machine Learning Research; vol. 80).

    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. Dynamic Evaluation of Transformer Language Models

    Krause, B., Mbabazi, E., Murray, I. & Renals, S., 17 Apr 2019, 6 p.

    Research output: Working paper

  11. 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 journalArticlepeer-review

  12. Incorporating Lexical and Prosodic Information at Different Levels for Meeting Summarization

    Lai, C. & Renals, S., 2014, Proceedings of Interspeech 2014. 5 p.

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

  13. Detecting Summarization Hot Spots in Meetings Using Group Level Involvement and Turn-Taking Features

    Lai, C., Carletta, J. & Renals, S., 2013, Proceedings of Interspeech 2013. ISCA, p. 2723-2727 5 p.

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

  14. Modelling Participant Affect in Meetings with Turn-Taking Features

    Lai, C., Carletta, J. & Renals, S., 2013, Proceedings of WASSS 2013.

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

  15. Automatic Transcription of Multi-genre Media Archives

    Lanchantin, P., Bell, P., Gales, M., Hain, T., Liu, X., Long, Y., Quinnell, J., Renals, S., Saz, O., Seigel, M., Swietojanski, P. & Woodland, P., 2013, SLAM 2013 Speech, Language and Audio in Multimedia: Proceedings of the First Workshop on Speech, Language and Audio in Multimedia. CEUR Workshop Proceedings, Vol. 1012. p. 26-31 6 p.

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

  16. 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

  17. On the Usefulness of Statistical Normalisation of Bottleneck Features for Speech Recognition

    Loweimi, E., Bell, P. & Renals, S., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, United Kingdom: Institute of Electrical and Electronics Engineers (IEEE), p. 3862-3866 5 p.

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

  18. On Learning Interpretable CNNs with Parametric Modulated Kernel-based Filters

    Loweimi, E., Bell, P. & Renals, S., 19 Sep 2019, Proceedings Interspeech 2019. International Speech Communication Association, p. 3480-3484 5 p.

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

  19. Noise adaptive training for subspace Gaussian mixture models

    Lu, L., Ghoshal, A. & Renals, S., 1 Aug 2013, Proceedings of Interspeech 2013. ISCA

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

  20. Noise Compensation for Subspace Gaussian Mixture Models.

    Lu, L., Chin, K. K., Ghoshal, A. & Renals, S., 2012, INTERSPEECH 2012 13th Annual Conference of the International Speech Communication Association. ISCA, p. 306-309 4 p.

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

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