Stream-based Active Learning for Speech Emotion Recognition via Hybrid Data Selection and Continuous Learning

Author:

Moreno-Acevedo Santiago A.ORCID,Vasquez-Correa Juan CamiloORCID,Martín-Doñas Juan M.ORCID,Álvarez AitorORCID

Publisher

Springer Nature Switzerland

Reference29 articles.

1. Abdelwahab, M., et al.: Active learning for speech emotion recognition using deep neural network. In: Proceedings of ACII (2019)

2. Atlas, L., et al.: Training connectionist networks with queries and selective sampling. In: NIPS 1989: Proceedings of the 2nd International Conference on Neural Information Processing Systems, pp. 566–573 (1989)

3. Bang, J., et al.: Boosting active learning for speech recognition with noisy pseudo-labeled samples. arXiv preprint arXiv:2006.11021 (2020)

4. Barry, M., et al.: StreamAI: dealing with challenges of continual learning systems for serving AI in production. In: Proceedings of ICSE-SEIP (2023)

5. Barry, M., et al.: StreamMLOps: operationalizing online learning for big data streaming & real-time applications. In: Proceedings of ICDE (2023)

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