s

Cnn14 Esc50

Nov 2022
sCnn14 Esc50
Compare in
on
self-host onlyprice
35MAEB v1 audio-only
Nov 2022released
enLanguages

Ranking?

Full ranking →
1Larger Clap Music And Speech96.92MuQ MuLan Large96.33Larger Clap General95.64Ast Finetuned Audioset 10 10 0.459394.65Ebind Full93.8
···
19Wav2clip78.520Cnn14 Esc507721LCO Embedding Omni 7B75

Strong at

B
Embeddings & Retrieval#6 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 Classification · multilingual (102 languages)31.8#33
MAEB v1 · Audio Pair Classification · English54.2#16
MAEB v1 · Audio Reranking · No linguistic content53.8#35
MAEB v1 · Audio Multilabel Classification · English27.7#27
MAEB v1 · Audio Clustering · multilingual (6 languages)7.4#9
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)35#28
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)44.8#26
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)31.8#33
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)77#20
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)7.4#9
MAEB v1 audio-only · Audio Pair Classification · English54.2#16
MAEB v1 audio-only · Audio Reranking · No linguistic content53.8#35

FAQ

How much does Cnn14 Esc50 cost?›

There is no per-unit API price: self-host only.

Is Cnn14 Esc50 free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Cnn14 Esc50, and what is it best at?›

#6 of 13 in Audio.

Is Cnn14 Esc50 better than Wav2clip?›

On MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages), Cnn14 Esc50 scores 77 vs 78.5 — lower.

When was Cnn14 Esc50 released? Is there a newer version?›

Released 2022-11-26. It is the current version in its line.

Is Cnn14 Esc50 open source?›

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

Can I run Cnn14 Esc50 locally?›

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

What is Cnn14 Esc50?›

Cnn14 Esc50 is an open-weights embeddings & retrieval model from speechbrain, released Nov 2022.

What are the best alternatives to Cnn14 Esc50?›

Ast Finetuned Audioset 10 10 0.4593 (better).