AudioCLIP: Extending CLIP to Image, Text and Audio | Paper Explained
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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: https://arxiv.org/abs/2106.13043
✅ Jina AI: https://github.com/jina-ai/jina
✅ My GitHub projects: https://github.com/gordicaleksa
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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 A…
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Chapters (9)
Overview of the CLIP model
7:15
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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