🎙️
Whisper large-v3 transcription
Powered by Groq-accelerated Whisper large-v3-turbo — one of the most accurate open-source speech recognition models available. Handles accents, technical vocabulary, and overlapping speech with ease.
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, video, or paste a YouTube URL.
Please wait, don't close this page
0:00
It will really help if you tell us the language of this file.
How many speakers?
Your transcriptions
| File | Status | Progress |
|---|
About this transcript
Key points
People mentioned
Note: Only the first part of the transcript was corrected/analyzed due to length.
Transcript
Everything you need from a transcription service
Built on the best open models. No lock-in, no bloat — just fast, accurate results.
🌍
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 are split by speaker so you can follow a conversation, panel, or interview without confusion.
✨
AI error correction
Raw Whisper output is passed through Gemini 3 Flash to fix typos, punctuation, and grammar — while keeping the full text intact. No summarization unless you want it.
📋
Smart summary
Every transcription includes a structured summary at the top: key points, participants mentioned, and main topics — ideal for long meetings or conferences.
▶️
YouTube & video URLs
Paste any YouTube link and we extract the audio automatically. No downloading needed. Works with videos, shorts, and long-form content up to 4 hours.
📄
SRT, VTT & DOCX export
Download your transcript as a subtitle file (SRT/VTT) ready for video editors, or as a formatted Word document. Copy to clipboard with one click.
⚡
Fast — really fast
A 1-hour recording is typically transcribed, corrected, and summarized in under 3 minutes. Groq's LPU inference makes AI processing nearly instant.
🔒
Privacy-first
Files are processed and deleted within 24 hours. We never train models on your data. Your recordings stay yours.
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. No more manual playback.
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. YouTube URL support means you can transcribe your own videos without re-uploading.
Show notesYouTube 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
Corporate & HR teams
Transcribe board meetings, all-hands calls, performance reviews, and training sessions. Get an automatic summary with key decisions and action items highlighted.
Board meetingsAll-hands callsTraining sessions
Students & educators
Record lectures, seminars, and study groups then get a clean transcript instantly. Great for revision, accessibility, and sharing notes with classmates.
Lecture notesStudy groupsAccessibility
How it works
1
Upload or paste
Drop an audio/video file or paste a YouTube URL.
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.
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 · yt-dlp
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 (Speaker 1, Speaker 2, etc.) 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.
Can I transcribe YouTube videos?
Yes. Paste any YouTube URL into the YouTube tab and TataText downloads the audio automatically using yt-dlp. Works with videos, shorts, and recordings up to 4 hours long.
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.