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Sep 21, 2022 · Whisper is an automatic speech recognition (ASR) system trained on 680,000 hours of multilingual and multitask supervised data collected from the web. We show that the use of such a large and diverse dataset leads to improved robustness to accents, background noise and technical language.
Whisper is a machine learning model for speech recognition and transcription, created by OpenAI and first released as open-source software in September 2022. [2] It is capable of transcribing speech in English and several other languages, [3] and is also capable of translating several non-English languages into English. OpenAI claims that the ...
Nov 13, 2023 · OpenAI Whisper is an automatic speech recognition (ASR) system that excels at converting spoken language into written text. Trained on a vast corpus of multilingual and multitask supervised...
- What Is Whisper?
- Benefits of Using OpenAI Whisper
- Conclusion
Whisper is, in general, a audio-recognitionmodel. It is a multi-task model that is capable of speech recognition in many languages, voice translation, and language detection. Due to its intensive training on vast amounts of multilingual and multitask-supervised data, Whisper is able to distinguish and understand a wide range of accents, dialects, a...
High Accuracy:Whisper achieves state-of-the-art results in speech-to-text and translation tasks, particularly in domains like podcasts, lectures, and interviews.Multilingual Support:It handles over 57 languages for transcription and can translate from 99 languages to English.Robustness to Noise and Accents:Whisper is relatively good at handling background noise, different accents, and technical jargon.Open-Source Availability:The model and inference code are open-source, allowing for customization and research contributions.In this article we discussed about Whisper AI, and how it can be used transform audio data to textual data. This textual data can be used to gain insight and apply machine learning or deep learning algorithms. WhisperAI promises to open up new opportunities for voice technology as its capabilities develop, making voice-driven applications more effe...
Apr 24, 2024 · Whisper, the speech-to-text model we open-sourced in September 2022, has received immense praise from the developer community but can also be hard to run. We’ve now made the large-v2 model available through our API, which gives convenient on-demand access priced at $0.006 / minute.
OpenAI Whisper is a cutting-edge Automatic Speech Recognition (ASR) system designed to transcribe spoken language into written text, leveraging deep learning techniques.
Whisper is a general-purpose speech recognition model. It is trained on a large dataset of diverse audio and is also a multitasking model that can perform multilingual speech recognition, speech translation, and language identification.
