DeepSpeed-MII
Don’t want to install DeepSpeed-MII? Drop the file here.
The first 20 minutes of any recording are transcribed free: a recording up to 20 minutes transcribes in full, a longer one is previewed, and a pack from $6 (500 minutes) transcribes the rest and opens every export, and credits never expire.
Microsoft's inference-side companion to DeepSpeed.
Best for low-latency multi-replica Whisper inference. Pricing: free.
What it is
DeepSpeed-Model-Implementations-for-Inference. Apache-2.0.
Watch out for: Less feature-rich than vLLM.
Install / use
pip install deepspeed-miiWhat people actually do with DeepSpeed-MII-style transcription
The tool is the means. These are the jobs — each one priced at published rates, each one wired up on its own page.
Features
| Speaker diarization | No |
| Word-level timestamps | Yes |
| Streaming / real-time | No |
| Languages supported | 99 |
| HIPAA eligible | No |
Links
DeepSpeed-MII vs Whipscribe
| Feature | DeepSpeed-MII | Whipscribe |
|---|---|---|
| Category | Open source | Transcription APIs |
| Pricing | free | $6–$24 one-time packs (credits never expire) · first 20 minutes free |
| Speaker identification | No | Named in the summary, key quotes and chapters |
| Word timestamps | Yes | Yes |
| Streaming | No | No |
| Languages | 99 | 99 |
| Platforms | Linux | Web, API, MCP |
Alternatives to DeepSpeed-MII
Frequently asked about DeepSpeed-MII
Is DeepSpeed-MII free?
Yes. DeepSpeed-MII is free and open source.
Does DeepSpeed-MII work on Mac, Windows and Linux?
DeepSpeed-MII runs on Linux. It is not listed for other platforms; check the vendor for anything beyond Linux.
How do I install DeepSpeed-MII?
With pip: `pip install deepspeed-mii`. You need Python and, for most audio tools, ffmpeg on your PATH first.
How many languages does DeepSpeed-MII support?
DeepSpeed-MII lists 99 languages. That is the Whisper-family multilingual set, so quality varies by language — English and the large European languages are strongest.
Does DeepSpeed-MII identify different speakers?
No. DeepSpeed-MII does not label speakers; a conversation comes back as one continuous text. If you need speaker labels, that is a separate tool or a different service.
Does DeepSpeed-MII give word-level timestamps?
Yes — DeepSpeed-MII produces timing per word, which is what subtitle cues and clip boundaries need.
Can DeepSpeed-MII transcribe live audio?
No — DeepSpeed-MII works on finished files, not a live stream.
Is DeepSpeed-MII HIPAA compliant?
DeepSpeed-MII does not claim HIPAA compliance. For PHI, run it on infrastructure you control or choose a service that will sign a BAA.
What are the limitations of DeepSpeed-MII?
Less feature-rich than vLLM.
Who is DeepSpeed-MII best for?
Low-latency multi-replica Whisper inference.
Does DeepSpeed-MII run offline?
DeepSpeed-MII runs on your own machine — it is open source, so nothing leaves the computer unless you configure it to.
Can I use DeepSpeed-MII in the browser?
No — DeepSpeed-MII is a Linux application, not a web app. You install it rather than sign in to it.
Where is the DeepSpeed-MII source code?
On GitHub at github.com/microsoft/DeepSpeed-MII. It is maintained by Microsoft.
What kind of tool is DeepSpeed-MII?
In this directory DeepSpeed-MII is filed under framework, accelerator, server as a open-source tool.
What are the alternatives to DeepSpeed-MII?
There is a side-by-side page at /tools/deepspeed-mii-alternatives comparing DeepSpeed-MII with the closest tools in the same category on price, platform and features.
Whipscribe is a hosted transcription service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.
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One file up to 10 hours, as an upload or a link: see MP3 to text for long recordings, a podcast episode as text from its link and an SRT subtitle file from any recording.
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