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In this video I cover AudioCLIP - OpenAI's CLIP (contrastive language-image pre-training) model extended to support the audio modality and novel query directions.

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✅ Paper: [ Ссылка ]
✅ Jina AI: [ Ссылка ]
✅ My GitHub projects: [ Ссылка ]
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⌚️ Timetable:

00:00 Overview of the CLIP model
07:15 ESResNeXt model and spectrograms
10:30 High-level system overview
11:25 AudioCLIP datasets walk-through
14:45 Audio data augmentations
16:30 Various training stages of AudioCLIP
19:10 Results
21:45 Querying results
23:00 Neural Search and Jina AI

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Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar Veličković
Zvonimir Sabljic

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💡 The AI Epiphany is a channel dedicated to simplifying the field of AI using creative visualizations and in general, a stronger focus on geometrical and visual intuition, rather than the algebraic and numerical "intuition".

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#audioclip #clip #neuralsearch

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