Edinburgh Research Explorer

Prof Stephen Renals

Chair of Speech Technology

  1. Conference contribution › Research
  2. Extractive Summarization of Meeting Recordings

    Murray, G., Renals, S. & Carletta, J., 2005, 9th European Conference on Speech Communication and Technology (Interspeech 2005 - Eurospeech). p. 593-596 4 p.

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

  3. 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

  4. Extrinsic Summarization Evaluation: A Decision Audit Task

    Murray, G., Kleinbauer, T., Poller, P., Renals, S., Kilgour, J. & Becker, T., 2008, Machine Learning for Multimodal Interaction: 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings. Popescu-Belis, A. & Stiefelhagen, R. (eds.). Springer Berlin Heidelberg, p. 349-361 13 p. (Lecture Notes in Computer Science; vol. 5237).

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

  5. 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

  6. Feature Selection for the Classification of Crosstalk in Multi-Channel Audio

    Wrigley, S. N., Brown, G. J., Wan, V. & Renals, S., 2003, Proceedings of the 8th European Conference on Speech Communication and Technology: Eurospeech 2003 - Interspeech 2003. ISCA, p. 469-472 4 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. Feed Forward Pre-training for Recurrent Neural Network Language Models

    Gangireddy, S. R., McInnes, F. & Renals, S., 2014, INTERSPEECH 2014 15th Annual Conference of the International Speech Communication Association. International Speech Communication Association, p. 2620-2624 5 p.

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

  9. From Text Summarisation to Style-Specific Summarisation for Broadcast News

    Christensen, H., Kolluru, B., Gotoh, Y. & Renals, S., 2004, Advances in Information Retrieval: 26th European Conference on IR Research, ECIR 2004, Sunderland, UK, April 5-7, 2004. Proceedings. McDonald, S. & Tait, J. (eds.). Berlin, Heidelberg: Springer Berlin Heidelberg, p. 223-237 15 p. (Lecture Notes in Computer Science; vol. 2997).

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

  10. Glottal Spectral Separation for Parametric Speech Synthesis

    Cabral, J., Renals, S., Richmond, K. & Yamagishi, J., Sep 2008, Proc. Interspeech. p. 1829-1832 4 p.

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

  11. Grapheme-to-phoneme conversion methods for minority language conditions

    Cao, M., Renals, S., Bell, P., Li, A. & Fang, Q., 1 Feb 2013, Proceedings of the 2012 International Conference on Speech Database and Assessments, Oriental COCOSDA 2012. Institute of Electrical and Electronics Engineers (IEEE), p. 151-156 6 p. 6422470

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

  12. HMM-based Speech Synthesis with an Acoustic Glottal Source Model

    Cabral, J., Renals, S., Richmond, K. & Yamagishi, J., 2009, Proc. The First Young Researchers Workshop in Speech Technology.

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

  13. HMM-based speech synthesiser using the LF-model of the glottal source

    Cabral, J., Renals, S., Yamagishi, J. & Richmond, K., 1 May 2011, Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on. p. 4704-4707 4 p.

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

  14. Hierarchical Dialogue Optimization Using Semi-Markov Decision

    Cuayáhuitl, H., Renals, S., Lemon, O. & Shimodaira, H., 2007, Proceedings of the 8th Annual Conference of the International Speech Communication Association: Interspeech 2007. ISCA, p. 2693-2696 4 p.

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

  15. Hierarchical Pitman-Yor Language Models for ASR in Meetings

    Huang, S. & Renals, S., 1 Dec 2007, Automatic Speech Recognition and Understanding, 2007: ASRU. IEEE Workshop on. Kyoto, Japan: Institute of Electrical and Electronics Engineers (IEEE), p. 124-129 6 p.

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

  16. 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

  17. Hierarchical recurrent neural network for story segmentation using fusion of lexical and acoustic features

    Tsunoo, E., Klejch, O., Bell, P. & Renals, S., 25 Jan 2018, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 525-532 9 p.

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

  18. Human-computer dialogue simulation using hidden Markov models

    Cuayáhuitl, H., Renals, S., Lemon, O. & Shimodaira, H., 2005, IEEE Workshop on Automatic Speech Recognition and Understanding, 2005.. Institute of Electrical and Electronics Engineers (IEEE), p. 290-295

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

  19. Hybrid acoustic models for distant and multichannel large vocabulary speech recognition

    Swietojanski, P., Ghoshal, A. & Renals, S., 2013, Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop on. Institute of Electrical and Electronics Engineers (IEEE), p. 285-290 6 p.

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

  20. Improved Average-Voice-based Speech Synthesis Using Gender-Mixed Modeling and a Parameter Generation Algorithm Considering GV

    Yamagishi, J., Kobayashi, T., Renals, S., King, S., Zen, H., Toda, T. & Tokuda, K., 1 Aug 2007, SSW6-2007: 6th ISCA Workshop on Speech Synthesis. International Speech Communication Association, p. 125-130 6 p.

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

  21. 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

  22. 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

  23. Incorporating Speaker and Discourse Features into Speech Summarization

    Murray, G., Renals, S., Carletta, J. & Moore, J., 1 Jun 2006, Proceedings of the Human Language Technology Conference of the NAACL, Main Conference. New York City, USA: Association for Computational Linguistics, p. 367-374 8 p.

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

  24. Interpretation of Multiparty Meetings: The AMI and AMIDA Projects

    Renals, S., Hain, T. & Bourlard, H., May 2008, IEEE Workshop on Hands-Free Speech Communication and Microphone Arrays, 2008. HSCMA 2008. p. 115-118 4 p.

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

  25. Joint Uncertainty Decoding with Unscented Transform for Noise Robust Subspace Gaussian Mixture Models

    Lu, L., Ghoshal, A. & Renals, S., 1 Sep 2012, SAPA - SCALE Conference Proceedings.

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

  26. 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

  27. 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

  28. Lattice-based lightly-supervised acoustic model training

    Fainberg, J., Klejch, O., Renals, S. & Bell, P., 19 Sep 2019, Proceedings Interspeech 2019. International Speech Communication Association, p. 1596-1600 5 p.

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

  29. Learning Hidden Unit Contributions for Unsupervised Speaker Adaptation of Neural Network Acoustic Models

    Swietojanski, P. & Renals, S., 2014, Spoken Language Technology Workshop (SLT), 2014 IEEE. Institute of Electrical and Electronics Engineers (IEEE), p. 171-176 6 p.

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

  30. Learning Multi-Goal Dialogue Strategies Using Reinforcement Learning with Reduced State-Action Spaces

    Cuayáhuitl, H., Renals, S., Lemon, O. & Shimodaira, H., 2006, Interspeech 2006 - ICSLP: Ninth International Conference on Spoken Language Processing, Proceedings of the. ISCA, 1282-Mon2FoP.6.

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

  31. Lightly supervised automatic subtitling of weather forecasts

    Driesen, J. & Renals, S., 1 Dec 2013, Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop on. Institute of Electrical and Electronics Engineers (IEEE), p. 452-457 6 p.

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

  32. Longitudinal study of ASR performance on ageing voices

    Vipperla, R., Renals, S. & Frankel, J., 2008, Proc.Interspeech 2008.

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

  33. Maximum a posteriori adaptation of subspace Gaussian mixture models for cross-lingual speech recognition

    Lu, L., Ghoshal, A. & Renals, S., 2012, Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 4877-4880 4 p.

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

  34. Maximum entropy segmentation of broadcast news

    Christensen, H., Kolluru, B., Gotoh, Y. & Renals, S., 2005, Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2005: ICASSP 2005. Institute of Electrical and Electronics Engineers (IEEE), p. 1029-1032 4 p.

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

  35. Meta Comments for Summarizing Meeting Speech

    Murray, G. & Renals, S., 2008, Machine Learning for Multimodal Interaction: 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings. Popescu-Belis, A. & Stiefelhagen, R. (eds.). Springer Berlin Heidelberg, p. 236-247 12 p. (Lecture Notes in Computer Science; vol. 5237).

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

  36. Modeling Topic and Role Information in Meetings using the Hierarchical Dirichlet Process

    Huang, S. & Renals, S., 2008, Machine Learning for Multimodal Interaction: 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings. Popescu-Belis, A. & Stiefelhagen, R. (eds.). Springer Berlin Heidelberg, Vol. 5237. p. 214-225 12 p. (Lecture Notes in Computer Science; vol. 5237).

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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. Multi-level adaptive networks in tandem and hybrid ASR systems

    Bell, P., Swietojanski, P. & Renals, S., 2013, Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 6975-6979 5 p.

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

  43. 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

  44. Multi-stream segmentation of meetings

    Dielmann, A. & Renals, S., 2004, 2004 IEEE 6th Workshop on Multimedia Signal Processing: MMSP 2004. Institute of Electrical and Electronics Engineers (IEEE), p. 167-170

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

  45. Multilingual training of deep neural networks

    Ghoshal, A., Swietojanski, P. & Renals, S., 2013, Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 7319-7323 5 p.

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

  46. 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

  47. Neural net word representations for phrase-break prediction without a part of speech tagger

    Watts, O., Gangireddy, S., Yamagishi, J., King, S., Renals, S., Stan, A. & Giurgiu, M., 4 May 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2599-2603 5 p. 6854070

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

  48. Neural networks for distant speech recognition

    Renals, S. & Swietojanski, P., 2014, Proceedings 2014 Workshop on Hands-Free Speech Communication and Microphone Arrays . Institute of Electrical and Electronics Engineers (IEEE), p. 172-176 5 p.

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

  49. 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

  50. 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

  51. 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