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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Foundational Models for State-of-the-Art Speech and Text Translation
| Date | Stars |
|---|---|
| 2026-07-31 | 11828 |
| 2026-08-01 | 11828 |
| 2026-08-06 | 11832 |
Today
+4 stars today
This week
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This month
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Momentum
16.0
growth rate 0.00%/day
 # Seamless Intro Seamless is a family of AI models that enable more natural and authentic communication across languages. SeamlessM4T is a massive multilingual multimodal machine translation model supporting around 100 languages. SeamlessM4T serves as foundation for SeamlessExpressive, a model that preserves elements of prosody and voice style across languages and SeamlessStreaming, a model supporting simultaneous translation and streaming ASR for around 100 languages. SeamlessExpressive and SeamlessStreaming are combined into Seamless, a unified model featuring multilinguality, real-time and expressive translations. ## Links ### Demos | | SeamlessM4T v2 | SeamlessExpressive | SeamlessStreaming | | ---------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------- | | Demo | [SeamlessM4T v2 Demo](https://seamless.metademolab.com/m4t?utm_source=github&utm_medium=web&utm_campaign=seamless&utm_content=readme) | [SeamlessExpressive Demo](https://seamless.metademolab.com/expressive?utm_source=github&utm_medium=web&utm_campaign=seamless&utm_content=readme) | | | HuggingFace Space Demo | [🤗 SeamlessM4T v2 Space](https://huggingface.co/spaces/facebook/seamless-m4t-v2-large) | [🤗 SeamlessExpressive Space](https://huggingface.co/spaces/facebook/seamless-expressive) | [🤗 SeamlessStreaming Space](https://huggingface.co/spaces/facebook/seamless-streaming) | ### Papers [Seamless](https://ai.facebook.com/research/publications/seamless-multilingual-expressive-and-streaming-speech-translation/) [EMMA](https://ai.meta.com/research/publications/efficient-monotonic-multihead-attention/) [SONAR](https://ai.meta.com/research/publications/sonar-expressive-zero-shot-expressive-speech-to-speech-translation/) ### Blog [AI at Meta Blog](https://ai.meta.com/research/seamless-communication/) ## Tutorial An exhaustive [tutorial](Seamless_Tutorial.ipynb) given at the NeurIPS 2023 - Seamless EXPO, which is a one-stop shop to learn how to use the entire suite of Seamless models. Please feel free to play with the notebook. ## SeamlessM4T SeamlessM4T is our foundational all-in-one **M**assively **M**ultilingual and **M**ultimodal **M**achine **T**ranslation 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) - Text-to-text translation (T2TT) - Automatic speech recognition (ASR) :star2: We are releasing SeamlessM4T v2, an updated version with our novel *UnitY2* architecture. This new model improves over SeamlessM4T v1 in quality as well as inference latency in speech generation tasks. To learn more about the collection of SeamlessM4T models, the approach used in each, their language coverage and their performance, visit the [SeamlessM4T README](docs/m4t/README.md) or [🤗 Model Card](https://huggingface.co/facebook/seamless-m4t-v2-large). > [!NOTE] > Seamless M4T is also available in the 🤗 Transformers library. Visit [this section](docs/m4t/README.md#transformers-usa
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:35c58026ad7d3e86, llm:Repository description: 'Foundational Models for State-of-the-Art Speech and Text Translation' (facebookresearch). Language: Jupyter Notebook. No topics provided.
matched fp:35c58026ad7d3e86, llm:Repository description: 'Foundational Models for State-of-the-Art Speech and Text Translation' (facebookresearch). Language: Jupyter Notebook. No topics provided.
matched fp:35c58026ad7d3e86, llm:Repository description: 'Foundational Models for State-of-the-Art Speech and Text Translation' (facebookresearch). Language: Jupyter Notebook. No topics provided.