TataText
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TataText

Turn audio and video into text. Fast, accurate, in 99+ languages.

Start transcribing for free

Sign up in seconds. No credit card required. Upload audio or video files.

Why TataText?

Whisper large-v3 transcription

Powered by Groq-accelerated Whisper large-v3-turbo — one of the most accurate open-source speech recognition models. Handles accents, technical vocabulary, and overlapping speech.

99+ languages

Greek, English, German, French, Spanish, Italian, Portuguese, Romanian, Turkish and 90+ more. Auto-detected or manually selected. No extra charge per language.

Speaker detection

Automatically identifies who is speaking and when. Transcripts split by speaker so you can follow a conversation, panel, or interview.

AI error correction

Raw Whisper output passed through Gemini 3 Flash to fix typos, punctuation, and grammar while keeping the full text intact.

Smart summary

Every transcription includes a structured summary: key points, participants mentioned, and main topics — ideal for long meetings or conferences.

SRT, VTT & DOCX export

Download as subtitle file (SRT/VTT) ready for video editors, or as a formatted Word document. Copy to clipboard with one click.

Perfect for

Interviews

podcasts

Board meetings

council sessions

Medical dictation

clinical notes

Legal depositions

hearings

Ideal for

Professional transcription trusted by organizations across sectors

🏛️

Board Meetings

Accurate minutes and verbatim records for boards and committees

🏥

Hospitals & Clinics

Medical dictation and patient consultation transcripts

🏙️

Municipalities

Council sessions, public hearings and official proceedings

🎓

Associations & Clubs

General assemblies, seminars and conference sessions

⚖️

Legal & Notarial

Depositions, hearings and sworn-statement recordings

🎙️

Journalists & Podcasters

Interview and episode transcripts in any language

How it works

1

Upload your file

Drop any audio or video file — MP3, WAV, MP4, MOV, and more.

2

AI transcribes

Whisper large-v3 converts speech to text in seconds.

3

Gemini corrects

Gemini 3 Flash fixes errors and identifies speakers.

4

Download & use

Copy text, download SRT/VTT/DOCX, or read the summary.

Who uses TataText?

From solo journalists to enterprise teams — TataText adapts to your workflow.

Journalists & reporters

Transcribe interviews in the field within minutes. Speaker detection tells you exactly who said what. Export to DOCX and paste straight into your article.

Interview transcriptionPress conference notesSource quotes

Conferences & events

Upload full conference recordings and get a complete verbatim transcript with speaker labels, plus an executive summary. Perfect for publishing proceedings or sharing notes with attendees.

Panel discussionsKeynotesQ&A sessions

Lawyers & legal teams

Accurate word-for-word transcription of depositions, hearings, and client meetings. Download as SRT with timestamps or DOCX for filing. Supports legal terminology across languages.

DepositionsClient meetingsCourt hearings

Podcasters & content creators

Turn every episode into a searchable transcript, blog post, or social media content. Upload your audio file and get a clean, speaker-labelled transcript in minutes.

Show notesEpisode transcriptsBlog repurposing

Researchers & academics

Transcribe focus groups, oral history interviews, and lecture recordings. Multi-speaker detection keeps participants separate. Export to any format for qualitative analysis.

Focus groupsOral historiesLecture notes

Medical & healthcare

Dictate clinical notes, patient consultations, and ward rounds. Whisper handles medical terminology accurately across 99+ languages. Files deleted after 24 hours.

Clinical notesPatient consultationsMedical dictation

Built on the best AI available

TataText is not a wrapper around a single API. It is a multi-model pipeline designed for quality. Each step uses the best model for that specific task.

TRANSCRIPTION
Whisper large-v3-turbo
via Groq LPU — 10× faster than real-time, 99+ languages
CORRECTION & SUMMARY
Gemini 3 Flash
via OpenRouter — 1M context, 65K output tokens, handles full recordings
SPEAKER DIARIZATION
pyannote.audio 3.3
+ Modal GPU inference — identifies speakers with timestamps

Current stack: Whisper large-v3-turbo · Gemini 3 Flash · pyannote 3.3

Frequently asked questions

How accurate is TataText?
Very. Whisper large-v3 achieves near-human accuracy on clean audio in most languages. The AI correction step then fixes remaining errors. For typical interview or meeting audio, expect 95–99% accuracy.
Which languages does TataText support?
TataText supports 99+ languages including Greek, English, German, French, Spanish, Italian, Portuguese, Romanian, Turkish, Arabic, Japanese, Chinese, Hindi, and many more. Language is auto-detected or you can specify it manually.
Can TataText identify different speakers?
Yes. TataText uses pyannote.audio speaker diarization to detect who is speaking and when. Each speaker gets a label and the transcript is split accordingly. Works especially well for interviews, panels, and meetings.
How long does transcription take?
A 1-hour recording typically completes in 2–3 minutes. Groq's LPU hardware runs Whisper at 10× real-time speed, and Gemini correction adds only seconds for most files.
What file formats are supported?
Any audio or video format: MP3, WAV, MP4, MOV, MKV, WebM, OGG, FLAC, M4A, and hundreds more. Files are converted to an optimal format before transcription.
Is my audio kept private?
Yes. Files are processed and automatically deleted within 24 hours. We do not store recordings long-term and never use your content to train AI models.
How is TataText different from other transcription tools?
Most tools are single-model pipelines. TataText chains three specialized models: Whisper for transcription, Gemini 3 Flash for error correction and summarization, and pyannote for speaker detection — giving you better results than any single model alone.

Simple, transparent pricing

All plans include AI correction, summarization, and speaker detection

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