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Tuesday 04 February 2025, 13:00-14:00
Text-and-audio methods
- ๐ค Speaker: Cฤtฤlina Cangea, ex-Google DeepMind ๐ Website
- ๐ Date & Time: Tuesday 04 February 2025, 13:00 - 14:00
- ๐ Venue: Lecture Theatre 2, Computer Laboratory, William Gates Building
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Mateja Jamnik
Abstract
This talk supports the R255 Advanced Topics in Machine Learning module on Multimodal Learning and provides a birdโs eye view of the rapidly evolving text-audio landscape, with a focus on music as a primary example of audio data. I will first present types of tasks that exist in this space, then discuss data curation challenges and follow with an overview of some existing retrieval and generation methods, including a quick primer on diffusion models. Finally, I will describe current evaluation metrics and their limitations.
Series This talk is part of the Artificial Intelligence Research Group Talks (Computer Laboratory) series.
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