What is Whisper (OpenAI)?
Whisper is OpenAI's open-source automatic speech recognition (ASR) model that transcribes speech to text in 99+ languages, supporting translation to English, word-level timestamps, and speaker diarization — available via OpenAI API, local installation, or third-party integrations. ---
Key Features
Multilingual Transcription
99+ languages supported
Translation to English
Translate non-English audio to English text
Word-Level Timestamps
Precise timing for each word (legacy Whisper)
Speaker Diarization
GPT-4o Transcribe Diarize identifies speakers
Pros & Cons
What works
- Extremely cheap — $0.003-0.006/min via API
- 99+ languages with automatic detection
- Free open-source option for local deployment
- Speaker diarization at no extra cost (GPT-4o)
Watch out for
- Requires technical knowledge for local deployment
- Local deployment needs GPU for real-time processing
- No built-in UI — must build or use third-party tools
- 25MB file size limit per API request
Who is it for?
Developers building transcription into apps
Developers building transcription into apps
Users with technical skills wanting free local transcription
Users with technical skills wanting free local transcription
High-volume users needing cheapest per-minute pricing
High-volume users needing cheapest per-minute pricing
Multilingual projects needing 99+ languages
Multilingual projects needing 99+ languages
Alternatives to Whisper (OpenAI)
Turn video and audio into transcripts, summaries, and reusable content.
