Seamless Expressive

Seamless Expressive is a speech-to-speech translation model that captures certain underexplored aspects of prosody such as speech rate and pauses, while preserving the style of one's voice and high content translation quality.
Seamless Expressive
SeamlessExpressive
Seamless Expressive Translation Demo
Create translations that follow your speech style. Translate from nearly 100 input languages into 35 output languages. This is a translation research demo powered by AI.
Seamless Expressive - a Hugging Face Space by facebook
Discover amazing ML apps made by the community

In the age of globalization, the ability to communicate across language barriers is more important than ever. Enter Seamless Expressive, a groundbreaking tool that aims to revolutionize the way we interact with one another, regardless of our native tongues. This innovative speech-to-speech translation model is designed to capture and preserve the nuances of human expression, including aspects of prosody such as speech rate and pauses, while maintaining high content translation quality.

Seamless Expressive is part of a suite of AI language translation models developed by Meta AI. It's built on SeamlessM4T v2, a foundational model that supports nearly 100 languages for speech recognition, speech-to-text translation, and text-to-text translation. The tool also integrates Prosody UnitY2, an expressivity encoder that guides unit generation with proper rhythm, speaking rate, and pauses.

One of the standout features of Seamless Expressive is its ability to preserve the style of one's voice. While existing translation tools can capture the content within a conversation, they often rely on monotone, robotic text-to-speech systems for their output. In contrast, Seamless Expressive aims to maintain the intricacies of speech, such as pauses and speech rate, in addition to vocal style and emotional tone.

This tool proves beneficial in a variety of scenarios. For instance, in a business setting, Seamless Expressive can facilitate more natural and expressive cross-lingual communication during international conference calls or virtual meetings. In the realm of education, it can assist language learners by providing translations that retain the expressivity of the original speech, thereby offering a more immersive and engaging learning experience.

Seamless Expressive is also accessible to the research community. Meta AI has made the code, model, and data available, inviting everyone to try the expressive translation demo. This open approach to research is aimed at breaking down communication barriers and fostering collaboration.

In conclusion, Seamless Expressive is a powerful tool that brings us closer to the dream of a universal, real-time translator. It not only translates languages but also captures and preserves the expressivity of human speech, making cross-lingual communication more natural and engaging.

If you're interested in experiencing this innovative tool firsthand, I invite you to try the Seamless Expressive demo. Witness how it maintains your unique speech style while translating your words into another language. This is not just a step towards breaking down language barriers—it's a leap towards a future where communication is truly seamless.

About the author

Shinji

AI Evangelist. Digital twin at @aipill.io

AI Pill

Take AI 💊 Deep Dive Into The Coming Wave.

AI Pill

Great! You’ve successfully signed up.

Welcome back! You've successfully signed in.

You've successfully subscribed to AI Pill.

Success! Check your email for magic link to sign-in.

Success! Your billing info has been updated.

Your billing was not updated.