Web app
Whisper
Whisper is a general-purpose speech recognition model from OpenAI. It performs multilingual speech recognition, speech translation, and language identification.
- Platform
- Web app
- Categories
- AI Speech Recognition
- Indexed
- 2024-02-19
About Whisper
What is Whisper
Whisper is a general-purpose speech recognition model developed by OpenAI. It is trained on a large dataset of diverse audio and is capable of performing multilingual speech recognition, speech translation, and language identification. The model uses a Transformer sequence-to-sequence architecture and is designed to replace many stages of a traditional speech-processing pipeline with a single model.
Key features
Whisper is a multitasking model that can handle various speech processing tasks, including multilingual speech recognition, speech translation, spoken language identification, and voice activity detection. These tasks are jointly represented as a sequence of tokens to be predicted by the decoder. The model uses special tokens as task specifiers or classification targets. It is available in multiple sizes, including English-only versions, offering tradeoffs between speed and accuracy.
Use cases
Whisper can be used for transcribing audio in multiple languages, translating speech, and identifying spoken languages. It is suitable for applications such as transcription services, subtitle generation, voice-controlled systems, and language learning tools. The model's ability to handle diverse audio makes it useful for research and development in speech processing.
Pricing
Whisper is open-source and free to use. The codebase is available on GitHub under the MIT license. Users can install it via pip and use it locally. There are no pricing tiers or subscription fees associated with the model itself.
Questions
Whisper FAQ
- What is Whisper?
- Whisper is an AI tool available as a web app in the AI Speech Recognition category. Whisper is a general-purpose speech recognition model from OpenAI. It performs multilingual speech recognition, speech translation, and language identification.
- What is Whisper used for?
- Whisper is filed under AI Speech Recognition in the AITOOLIST index. Whisper is a general-purpose speech recognition model from OpenAI. It performs multilingual speech recognition, speech translation, and language identification.
- Is Whisper a web app, an extension or a native app?
- Whisper is a web app.
Listed in the AITOOLIST index since 2024-02-19.