Unispeech Sat Base 100h Libri Ft

Oct 2021
Unispeech Sat Base 100h Libri Ft
Compare in
on
self-host onlyprice
33.1MAEB v1 audio-only
Oct 2021released
768Dimensions
enLanguages

Ranking?

Full ranking →
1BidirLM Omni 2.5B Embedding59.82Qwen 2 Audio 7B58.33LCO Embedding Omni 7B56.24LCO Embedding Omni 3B54.55EmbeddingGemma 252.3
···
30Qwen 2.5 Omni 3B33.431Unispeech Sat Base 100h Libri Ft33.232Data2vec Audio Base 960h32.9

Strong at

C
Embeddings & Retrieval#8 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)33.2#31
MAEB v1 · Audio Pair Classification · English52.5#25
MAEB v1 · Audio Reranking · No linguistic content50.3#38
MAEB v1 · Audio Multilabel Classification · English20.6#31
MAEB v1 · Audio Clustering · multilingual (6 languages)1.7#30
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)33.1#31
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)37.8#32
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)33.2#31
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)51.5#32
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)1.7#30
MAEB v1 audio-only · Audio Pair Classification · English52.5#25
MAEB v1 audio-only · Audio Reranking · No linguistic content50.3#38

FAQ

How much does Unispeech Sat Base 100h Libri Ft cost?›

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

Is Unispeech Sat Base 100h Libri Ft free to use?›

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

How good is Unispeech Sat Base 100h Libri Ft, and what is it best at?›

#8 of 13 in Audio.

Is Unispeech Sat Base 100h Libri Ft better than Qwen 2.5 Omni 3B?›

On MAEB v1 · Audio Classification · multilingual (102 languages), Unispeech Sat Base 100h Libri Ft scores 33.2 vs 33.4 — about the same.

When was Unispeech Sat Base 100h Libri Ft released? Is there a newer version?›

Released 2021-10-12. It is the current version in its line.

Is Unispeech Sat Base 100h Libri Ft open source?›

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

Can I run Unispeech Sat Base 100h Libri Ft locally?›

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

What is Unispeech Sat Base 100h Libri Ft?›

Unispeech Sat Base 100h Libri Ft is an open-weights embeddings & retrieval model from Microsoft, released Oct 2021.

What are the best alternatives to Unispeech Sat Base 100h Libri Ft?›

Ast Finetuned Audioset 10 10 0.4593 (better).