Hackday 2023 - Sounds Similarity Search

Idea

How can ML improve sound discovery / search ?
Based on last Research Team Hack Day project “Make it CLAP”
Use Clap pretrained model + python scripts (https://github.com/LAION-AI/CLAP)
Music_audioset_epoch_15_esc_90.14.pt (Freesound, BBC Sound Effects,...)
Import NKS previews from Komplete + Arturia + ... (139K)
Build a simple API & web interface to search for (similar) sounds via Text & Audio

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
misc		misc
.gitignore		.gitignore
README.md		README.md
app.py		app.py
calculate_embeddings.py		calculate_embeddings.py
clear_milvus_db.py		clear_milvus_db.py
collect.py		collect.py
content_folders.py		content_folders.py
duplicates.py		duplicates.py
embeddings.py		embeddings.py
file_upload.py		file_upload.py
hello_milvus.py		hello_milvus.py
milvus_db.py		milvus_db.py
requirements.txt		requirements.txt
scan_presets_json.py		scan_presets_json.py
search.py		search.py
test.py		test.py
upload_to_milvus.py		upload_to_milvus.py