Wav2vec2-based Paralinguistic Systems to Recognise Vocalised Emotions and Stuttering

Author:

Grósz Tamás1,Porjazovski Dejan1,Getman Yaroslav1,Kadiri Sudarsana1,Kurimo Mikko1

Affiliation:

1. Aalto University, Espoo, Finland

Funder

Academy of Finland

NordForsk

Publisher

ACM

Reference20 articles.

1. Sami Abu-El-Haija , Nisarg Kothari , Joonseok Lee , Paul Natsev , George Toderici , Balakrishnan Varadarajan , and Sudheendra Vijayanarasimhan . 2016. Youtube-8m: A large-scale video classification benchmark. arXiv preprint arXiv:1609.08675 ( 2016 ). Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, and Sudheendra Vijayanarasimhan. 2016. Youtube-8m: A large-scale video classification benchmark. arXiv preprint arXiv:1609.08675 (2016).

2. Self-Supervised End-to-End ASR for Low Resource L2 Swedish

3. Snore Sound Classification Using Image-Based Deep Spectrum Features

4. Alexei Baevski , Yuhao Zhou , Abdelrahman Mohamed , and Michael Auli . 2020 . wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H . Lin (Eds.) , Vol. 33 . Curran Associates, Inc., 12449--12460. https://proceedings.neurips.cc/paper/ 2020/file/ 92d1e1eb1cd6f9fba3227870bb6d7f07-Paper.pdf Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, and Michael Auli. 2020. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 12449--12460. https://proceedings.neurips.cc/paper/2020/file/ 92d1e1eb1cd6f9fba3227870bb6d7f07-Paper.pdf

5. Towards Automated Assessment of Stuttering and Stuttering Therapy

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