OpenAI Whisper

OpenAI Whisper Tutorial

OpenAI Whisper is an automatic speech recognition (ASR) system that converts spoken language into text with high accuracy. Trained on 680,000 hours of multilingual audio, it supports dozens of languages and is widely used in transcription, accessibility, and language learning tools.

Make Money With This 💰

• Sell transcription services on platforms like Fiverr or Upwork.

• Create a paid YouTube subtitling service for creators.

• Build an app that integrates Whisper for niche markets (lectures, podcasts, legal).

• Run Whisper via Replicate or RunPod and charge clients per minute of audio.

• Use it to produce SEO-friendly blog posts from recorded interviews or webinars.

Use Cases

• Content Creators: auto-generate captions or subtitles for YouTube.

• Students/Researchers: transcribe lectures and interviews.

• Businesses: meeting transcription, call notes.

• Accessibility: enabling real-time captions for the hearing impaired.

Key Features

• Multilingual ASR: supports 50+ languages.

• High Accuracy: robust against accents, background noise.

• Translation: can directly translate foreign speech into English.

• Open Source: free to use, community-supported.

• Scalable via APIs: can be deployed in apps, SaaS products, or workflows.

Getting Started

Whisper is open source and requires a bit of technical setup.

Step 1: Install Python on your computer.

Step 2: Open your terminal/command prompt.

Step 3: Run pip install -U openai-whisper

Step 4: Use the CLI: whisper audio.mp3 --model base

Step 5: This will transcribe audio.mp3 into text.

👉 Non-technical users can skip local install and run Whisper on hosting services like Replicate or RunPod — both have affiliate potential.

Example Prompt

Command Example: whisper lecture.mp4 --model medium --task translate

What it does: Takes a non-English lecture video, transcribes it, and translates into English text.

Tool Snapshot: Pros & Cautions

Best if: you need transcription for podcasts, interviews, YouTube subtitles, or accessibility.

Not ideal if: you’re looking for a polished app out of the box — it’s more a developer framework than a consumer tool.

Pricing Snapshot

• Free if run locally (you only need computing power).

• Cloud Hosting Costs:

  • Replicate: ~$0.006/minute audio (affiliate opportunity).

  • RunPod / Banana.dev: pay-as-you-go GPU hosting.

🎤 Murf AI — Generate studio-quality voiceovers with natural AI voices

🎶 LOVO AI — Create realistic voice narration for videos, ads, and podcasts

🗣️ Speak AI — Transcribe, analyse, and translate audio & video content

🌊 VoiceWave.ai — Craft lifelike AI voices for content and business use

🧠 ElevenLabs — Ultra-realistic speech synthesis with emotion and accents

🎬 Descript — Edit audio & video by editing text — perfect for creators