SeamlessM4T is a single multilingual and multimodal model that can multitask to translate and transcribe with multiple input and Output languages.
π Some of the tasks SeamlessM4T model can do:
βοΈSpeech to Speech Translation
βοΈSpeech to Text translation
βοΈText to Speech translation
βοΈText to Text translation
βοΈAutomatic Speech recognition.
β This is a significant improvement over previous machine translation models, which could only translate speech to text in a handful of languages with limited output languages. π‘ SeamlessM4T is also able to implicitly recognize the source language, without the need for a separate language identification model.
Built from the work done and the understanding of some of this models :
π No Language Left Behind (NLLB). A text-to-text machine translation model that supports 200 languages.
π Massively Multilingual Speech. Provides automatic speech recognition, language identification, and speech synthesis technology across more than 1,100 languages.
π Universal Speech Translator. Model unwritten language through speech to speech translations.
π Speech Matrix. Large-scale Mined Corpus of Multilingual Speech-to-Speech Translations.
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