Microsoft Recognizers-Text

by Microsoft

Don’t want to install Microsoft Recognizers-Text? Drop the file here.

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Post-processing for ASR: numbers, dates, units in 20+ languages.

Linux, macOS, Windows  ·  free

TL;DR

Best for normalizing transcripts: monetary amounts, dates, durations. Pricing: free.

Category
Open source
License
MIT
Stars
★ 1.8k
Last push
2026-04-17
Pricing
free
Platforms
Linux, macOS, Windows

What it is

A multi-language entity-recognition library tuned for spoken/written normalization. MIT.

Best for: Normalizing transcripts: monetary amounts, dates, durations.
Watch out for: Rule-based; not for free-text correction.

Install / use

pip install recognizers-text-suite

What people actually do with Microsoft Recognizers-Text-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.

Wire it into Amazon S3n8nMake.comGoogle DriveZapierSlack

Features

Speaker diarizationNo
Word-level timestampsYes
Streaming / real-timeNo
Languages supported20
HIPAA eligibleNo

Links

GitHub repo ↗

Microsoft Recognizers-Text vs Whipscribe

FeatureMicrosoft Recognizers-TextWhipscribe
CategoryOpen sourceTranscription APIs
Pricingfree$6–$24 one-time packs (credits never expire) · first 20 minutes free
Speaker identificationNoNamed in the summary, key quotes and chapters
Word timestampsYesYes
StreamingNoNo
Languages2099
PlatformsLinux, macOS, WindowsWeb, API, MCP

Alternatives to Microsoft Recognizers-Text

Frequently asked about Microsoft Recognizers-Text

Is Microsoft Recognizers-Text free?

Yes. Microsoft Recognizers-Text is free and open source.

Does Microsoft Recognizers-Text work on Mac, Windows and Linux?

Microsoft Recognizers-Text runs on Linux, macOS and Windows.

How do I install Microsoft Recognizers-Text?

With pip: `pip install recognizers-text-suite`. You need Python and, for most audio tools, ffmpeg on your PATH first.

How many languages does Microsoft Recognizers-Text support?

Microsoft Recognizers-Text lists 20 languages.

Does Microsoft Recognizers-Text identify different speakers?

No. Microsoft Recognizers-Text 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 Microsoft Recognizers-Text give word-level timestamps?

Yes — Microsoft Recognizers-Text produces timing per word, which is what subtitle cues and clip boundaries need.

Can Microsoft Recognizers-Text transcribe live audio?

No — Microsoft Recognizers-Text works on finished files, not a live stream.

Is Microsoft Recognizers-Text HIPAA compliant?

Microsoft Recognizers-Text 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 Microsoft Recognizers-Text?

Rule-based; not for free-text correction.

Who is Microsoft Recognizers-Text best for?

Normalizing transcripts: monetary amounts, dates, durations.

Does Microsoft Recognizers-Text run offline?

Microsoft Recognizers-Text runs on your own machine — it is open source, so nothing leaves the computer unless you configure it to.

Can I use Microsoft Recognizers-Text in the browser?

No — Microsoft Recognizers-Text is a Linux, macOS and Windows application, not a web app. You install it rather than sign in to it.

Where is the Microsoft Recognizers-Text source code?

On GitHub at github.com/microsoft/recognizers-text.

What kind of tool is Microsoft Recognizers-Text?

In this directory Microsoft Recognizers-Text is filed under postprocess, nlp, ms as a open-source tool.

What are the alternatives to Microsoft Recognizers-Text?

There is a side-by-side page at /tools/ms-recognizers-text-alternatives comparing Microsoft Recognizers-Text with the closest tools in the same category on price, platform and features.

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