Edinburgh Research Explorer

Prof Stephen Renals

Chair of Speech Technology

  1. 2020
  2. 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

  3. 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

  4. 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

  5. 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

  6. Channel Adversarial Training for Speaker Verification and Diarization

    Luu, C., Bell, P. & Renals, S., 24 Jan 2020, (Accepted/In press) Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing. 5 p.

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

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

    Abad Gareta, A., Bell, P., Carmantini, A. & Renals, S., 24 Jan 2020, (Accepted/In press) Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing. 5 p.

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

  8. 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) 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers (IEEE), 5 p.

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

  9. Multi-Scale Octave Convolutions for Robust Speech Recognition

    Równicka, J., Bell, P. & Renals, S., 24 Jan 2020, (Accepted/In press) Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing. 5 p.

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

  10. 2019
  11. 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

  12. 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

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