Edinburgh Research Explorer

Stephen Renals

Chair of Speech Technology

  1. 2020
  2. DropClass and DropAdapt: Dropping classes for deep speaker representation learning

    Luu, C., Bell, P. & Renals, S., 18 May 2020, Proceedings of Odyssey 2020 The Speaker and Language Recognition Workshop. International Speech Communication Association, p. 357-364 8 p.

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

  3. European Language Grid: An Overview

    Rehm, G., Berger, M., Elsholz, E., Hegele, S., Kintzel, F., Marheinecke, K., Piperidis, S., Deligiannis, M., Galanis, D., Gkirtzou, K., Labropoulou, P., Bontcheva, K., Jones, D., Roberts, I., Hajic, J., Hamrlová, J., Kačena, L., Choukri, K., Arranz, V., Vasiļjevs, A. & 16 others, Anvari, O., Lagzdiņš, A., Meļņika, J., Backfried, G., Dikici, E., Janosik, M., Prinz, K., Prinz, C., Stampler, S., Thomas-Aniola, D., Manuel Gomez-Perez, J., Garcia Silva, A., Berrío, C., Germann, U., Renals, S. & Klejch, O., 16 May 2020, Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020). European Language Resources Association (ELRA), p. 3366–3380 15 p.

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

  4. Channel Adversarial Training for Speaker Verification and Diarization

    Luu, C., Bell, P. & Renals, S., 14 May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 7094-7098 5 p.

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

  5. Cross Lingual Transfer Learning for Zero-Resource Domain Adaptation

    Abad Gareta, A., Bell, P., Carmantini, A. & Renals, S., 14 May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 6909-6913 5 p.

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

  6. Multi-Scale Octave Convolutions for Robust Speech Recognition

    Równicka, J., Bell, P. & Renals, S., 14 May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 7019-7023 5 p.

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

  7. Acoustic model adaptation from raw waveforms with Sincnet

    Fainberg, J., Klejch, O., Loweimi, E., Bell, P. & Renals, S., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 897-904 8 p.

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

  8. Embeddings for DNN speaker adaptive training

    Równicka, J., Bell, P. & Renals, S., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 479-486 8 p.

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

  9. Speaker adaptive training using model agnostic meta-learning

    Klejch, O., Fainberg, J., Bell, P. & Renals, S., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 881-888 8 p.

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

  10. The MGB-5 Challenge: Recognition and Dialect Identification of Dialectal Arabic Speech

    Ali, A., Shon, S., Samih, Y., Mubarak, H., Abdelali, A., Glass, J., Renals, S. & Choukri, K., 20 Feb 2020, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Institute of Electrical and Electronics Engineers (IEEE), p. 1026-1033 8 p.

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

  11. Learning Noise Invariant Features Through Transfer Learning for Robust End-to-End Speech Recognition

    Zhang, S., Do, C-T., Doddipatla, R. & Renals, S., 24 Jan 2020, (Accepted/In press) ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), p. 7024-7028 5 p.

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

  12. 2019
  13. 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

  14. 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

  15. Synchronising audio and ultrasound by learning cross-modal embeddings

    Eshky, A., Ribeiro, M., Richmond, K. & Renals, S., 19 Sep 2019, INTERSPEECH 2019: Proceedings of the 20th Annual Conference of the International Speech Communication Association (ISCA). Graz, Austria: International Speech Communication Association, p. 4100-4104 5 p.

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

  16. Trainable Dynamic Subsampling for End-to-End Speech Recognition

    Zhang, S., Loweimi, E., Xu, Y., Bell, P. & Renals, S., 19 Sep 2019, Proceedings Interspeech 2019. International Speech Communication Association, p. 1413-1417 5 p.

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

  17. Ultrasound tongue imaging for diarization and alignment of child speech therapy sessions

    Ribeiro, M., Eshky, A., Richmond, K. & Renals, S., 19 Sep 2019, INTERSPEECH 2019: Proceedings of the 20th Annual Conference of the International Speech Communication Association (ISCA). Graz, Austria: International Speech Communication Association, p. 16-20 5 p.

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

  18. Untranscribed web audio for low resource speech recognition

    Carmantini, A., Bell, P. & Renals, S., 19 Sep 2019, Proceedings Interspeech 2019. International Speech Communication Association, p. 226-230 5 p.

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

  19. Dynamic Evaluation of Transformer Language Models

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

    Research output: Working paper

  20. 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

  21. Speaker-Independent Classification of Phonetic Segments from Raw Ultrasound in Child Speech

    Ribeiro, M. S., Eshky, A., Richmond, K. & 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. 1328-1332 5 p.

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

  22. Windowed Attention Mechanisms for Speech Recognition

    Zhang, S., 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. 7100-7104 5 p.

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

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