Yamnet

Oct 2020
Yamnet
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price not verifiedprice
39.3MAEB v1 audio-only
Oct 2020released
1,024Dimensions

Ranking?

Full ranking →
1BidirLM Omni 2.5B Embedding53.62LCO Embedding Omni 7B51.53Qwen 2 Audio 7B514Jina Embeddings v5 Omni Small50.25E5 Omni 7B50.2
···
23Msclap 202240.124Yamnet39.325Wav2clip38.8

Strong at

B
Embeddings & Retrieval#4 of 13

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
MAEB v1 · Audio Pair Classification · English54.6#13
MAEB v1 · Audio Clustering · multilingual (6 languages)1.6#32
MAEB v1 · Audio Classification · multilingual (102 languages)37.8#24
MAEB v1 · Audio Multilabel Classification · English57.4#18
MAEB v1 · Audio Reranking · No linguistic content81.7#7
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)39.3#24
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)51.1#20
MAEB v1 audio-only · Audio Pair Classification · English54.6#13
MAEB v1 audio-only · Audio Reranking · No linguistic content81.7#7
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)1.6#32
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)37.8#24
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)79.8#18

FAQ

How much does Yamnet cost?›

There is no per-unit API price: price not verified.

How good is Yamnet, and what is it best at?›

#4 of 13 in Audio.

Is Yamnet better than Msclap 2022?›

On MAEB v1 audio-only · Mean over tasks · multilingual (102 languages), Yamnet scores 39.3 vs 40.1 — about the same.

When was Yamnet released? Is there a newer version?›

Released 2020-10-06. It is the current version in its line.

Is Yamnet open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Yamnet locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Yamnet?›

Yamnet is an open-weights embeddings & retrieval model from Google, released Oct 2020.

What are the best alternatives to Yamnet?›

Ast Finetuned Audioset 10 10 0.4593 (better).