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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, and is also capable of translating several non-English languages into English. [1]
Audio or video files can be transcribed manually or automatically. [1] Transcriptionists can replay a recording several times in a transcription editor and type what they hear. By using transcription hot keys, the manual transcription can be accelerated, the sound filtered, equalized or have the tempo adjusted when the clarity is not great.
To develop its speech transcription technology, the company says it combined deep machine learning using millions of hours of audio recordings, which were analyzed to train the software and improve the transcription capabilities. The company says that it uses proprietary algorithms to scour the web for these usable audio segments.
Live transcripts are less accurate than offline transcripts, as there is no time for corrections and refinements. However, in a multistage subtitling process with a broadcast delay and access to a live audio feed it is possible to have several correction stages and for the text to be displayed at the same time as the "live" transmission.
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audio recorder GPL-2.0-or-later: Gnome Wave Cleaner: Jeff Welty Yes No No GTK+ audio editor GPL-2.0-or-later: Jokosher: Jokosher community Yes No Yes GTK+ GPL-2.0-only with exception LMMS: Tobias Doerffel Yes Yes as of 0.4.0 with Qt4 Yes Qt multi-track audio editor intended as a replacement for Cubase-like software GPL-2.0-or-later: MusE: Yes ...
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