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Voxtral 3

https://mistral.ai/news/voxtral-3/
110•ilreb•1h ago

Comments

drum55•57m ago
Closed model unfortunately, continues the theme of TTS / STT being really not great for local deployments.
causal•50m ago
> Available via Mistral’s EU-hosted API or self-deployment

What does this mean then?

verdverm•47m ago
You have to call sales to get access for on-prem deployment and the models

If it were open weights, it would be on Huggingface and they would have put a link in the post

j-pb•49m ago
Breeze is pretty good imho.
aliljet•47m ago
What options would you run locally at this stage? I'm finding a ton of success with local models in this space ..
7777777phil•40m ago
I have been using different Parakeet models for STT over the past months and been pretty impressed with the local performance.
deepsquirrelnet•38m ago
You could try ours. They're very small and english only right now (training Spanish now). But they're a CPU optimized architecture and even the largest size will work on a single thread with realtime streaming.

https://huggingface.co/collections/futo-org/asr4all

You can run them client-side using wasm-simd. I setup a space for the small sized model. There's a big step up in accuracy going to the medium size though:

https://huggingface.co/spaces/futo-org/asr4all-client-side

verdverm•37m ago
I'm looking for a local model that can do diarization, have any suggestions for this?

I have https://huggingface.co/OpenMOSS-Team/MOSS-Transcribe-Diarize open in a tab to try out

A leader board on HF: https://huggingface.co/spaces/hf-audio/open_asr_leaderboard

xnx•12m ago
Parakeet. For my use it seems about equal to Whisper in WER, but is >10x faster.
Mashimo•41m ago
Dang, this could have been fun for home assistent.
IsaacZerh•22m ago
Funny because Gradium just released a local TTS that runs on many devices

https://x.com/GradiumAI/status/2112563128487514512?s=20

dr_hooo•20m ago
Too bad it's not open, unlike the previous version.

However, I found Qwen ASR and QwenTTS to be quite good, and not too large. Also https://github.com/kyutai-labs/pocket-tts was also great (but only a few languages)

Lucasoato•45m ago
Wait, did they release any new model or just changed the voxtral page? Voxal Mini 3B rocks hard in Handy!
aliljet•44m ago
One more hard question. How real time is this conversation? They're showing something with zero lag between responses.
satvikpendem•39m ago
Closed model means I'm immediately not interested. There are lots of closed STT/TTS models that are insanely good, better than any open model, so unless this is open then not sure I'd ever use this.
dymk•35m ago
I think the special sauce of this isn't the STT/TSS (although it does appear to be quite good) - it's the integration of a real-time reasoning model to actually do something with the raw text of the conversation, and whatever they're doing to hide tool call latency if the model needs to search for something.
kalabrium•35m ago
Hopefully smaller models soon that can be deployed locally for personal use, definitely don't want the speech data sent outside. But having the speech ability is going to improve usefulness of the already great gen AI models drastically!
verdverm•5m ago
keep an eye on https://huggingface.co/spaces/hf-audio/open_asr_leaderboard
sarkarghya•34m ago
I like that a lot of ASR models now offer native context biasing capabilities. If I have enough volume, I would probably just self-host my model and do my own biasing but good enough to roll out custom solutions.
mistic92•33m ago
My main issue with STT models are - WER - price - speed - language support
ilaksh•32m ago
How did they integrate Voxtral Large exactly? Does it output a special token to indicate it is asking for help, or is it running a command?

Anyway, if it is trained to decide when to think/ask for help that's good.

Too bad it's not open source though. But for large companies in Europe or elsewhere that want to control their data, this might be one of the best options now.

Although the frontier is true full duplex. Anyone know if there is anything that is open source for that other than MoshiRag or PersonaPlex?

Also did the CSM update some months back fix it? I never got a chance to test it.

arjie•27m ago
Interesting. I've found the Voxtral series pretty nice actually. Good transcription and diarization which is the primary personal use-case where I want to turn podcast content into text since I read faster than I listen. The older ones were pretty cheap too and had the nice property that they don't hallucinate text when there's no speech.
scosman•22m ago
Closed :(
MisterMunchkin•5m ago
The examples they give of how they “improved” the voices aren’t great. Version 1 sounded like actual people, while this version sounds like generic AI slop voice.

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