When boto3 doesn't have it (yet), you write it: a realtime speech-to-speech story in Python
The article discusses the development of a real-time speech-to-speech translation tool using AWS services. It highlights the challenges and considerations involved in creating a multilingual solution for conferences and meetups. The author contrasts their approach with Amazon's Nova 2 Sonic model, emphasizing the differences in use cases and functionalities.
- ▪The tool utilizes AWS services like Transcribe Streaming, Translate, and Polly for real-time translation.
- ▪The initial proof of concept focused on one-way translation before expanding to a more complex bidirectional setup.
- ▪The author aims to provide attendees with translated transcripts and audio in their own languages without requiring app installations.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3872509) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Alessandra Bilardi Posted on May 20 • Originally published at alessandra.bilardi.net When boto3 doesn't have it (yet), you write it: a realtime speech-to-speech story in Python #aws #polly #docker #fastapi At a meetup's networking session, someone dropped: "the new speech-to-speech feature in Teams is really cool". Microsoft Teams added the interpreter agent with realtime AI-powered speech-to-speech translation during calls.
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