SeamlessM4T is our foundational all-in-one Massively Multilingual and Multimodal Machine Translation model delivering high-quality translation for speech and text in nearly 100 languages. SeamlessM4T models support the tasks of: Speech-to-speech translation (S2ST) Speech-to-text translation (S2TT) Text-to-speech translation (T2ST)

SeamlessM4T is our foundational all-in-one Massively Multilingual and Multimodal Machine Translation model delivering high-quality translation for speech and text in nearly 100 languages. SeamlessM4T models support: 🎤 101 languages for speech input. 💬 96 Languages for text input/output. 🔈 35 languages for speech output.

SeamlessM4T is our foundational all-in-one Massively Multilingual and Multimodal Machine Translation model delivering high-quality translation for speech and text in nearly 100 languages. SeamlessM4T models support the tasks of:

2023年8月22日 · Filtered and combined with human labeled and pseudo-labeled data (totaling 406,000 hours), we developed the first multilingual system capable of translating from and into English for both speech and text.

2023年8月22日 · SeamlessM4T is the first all-in-one multilingual multimodal AI translation and transcription model. This single model can perform speech-to-text, speech-to-speech, text-to-speech, and text-to-text translations for up to 100 languages depending on the task.

理想选择是 m4 24+512GB ，但是没有国补。 存储可通过 外置硬盘+NAS 解决，M4 无法通过外置 SoC 解决。 故而我会选 M4 Pro 。 但是如果软件占用空间较大，但日常软件/战未来的游戏对性能需求不大，可能反而 M4 更好。 另外，如果战未来，存储卡貌似可后期更换。 Apple 应该，可能，或许，好像，也许，会上自行更换存储卡。 @ wclebb #2 不好意思，我说的是 Mac mini 。 看你说的是 MacBook Pro ，拖着吊药瓶不好受的。 只能说看你性能需求大不大。 我会考虑优先顺 …

SeamlessM4T-v2 enables multiple tasks without relying on separate models: SeamlessM4Tv2Model can perform all the above tasks, but each task also has its own dedicated sub-model. The abstract from the paper is the following:

2023年8月22日 · Compared to strong cascaded models, SeamlessM4T improves the quality of into-English translation by 1.3 BLEU points in speech-to-text and by 2.6 ASR-BLEU points in speech-to-speech. Tested for robustness, our system performs better against background noises and speaker variations in speech-to-text tasks compared to the current SOTA model.

SeamlessM4T is a cutting-edge AI model developed by Meta AI, designed for seamless speech and text translation across more than 100 languages. Whether you need speech-to-speech, speech-to-text, or text-to-text translation, SeamlessM4T offers state-of-the-art capabilities to meet your communication needs.

SeamlessM4T is a collection of models designed to provide high quality translation, allowing people from different linguistic communities to communicate effortlessly through speech and text. SeamlessM4T enables multiple tasks without relying on separate models: