When I learned Japanese with new friends, I didn't know how to ask where we were going or where the bathroom was. It was really motivating. As in-country immersion isn't option in most cases, language exchange is next best option. However, in-person language exchange can be expensive or difficult to schedule. So I built ConvoLive to make language practice more engaging for myself.

Open Beta on Android and iOS https://convolive.com

Technically interesting bits:

  - Lip-synced avatars using WebGL.
  - Continuous speech recognition on recent phone models so you don't have to press to speak
  - Using device speech recognition and caching assets means that most external LLM calls are limited to the free-form chat mode.
  - Unfortunately, on-device local LLM ended up being too demanding and slow.
  - GPT 4o provided better speed and results than GPT 5.
  - Multimodal quiz system with drag-and-drop, fill-in-the-blank, and multi-choice exercises
  - Freeform conversation gives you suggestions to keep the chat going, but you can also ask how to say something.

  - People seem to love or hate the avatars.
  - Testers are saying they feel more comfortable speaking.
  - The avatars aren't groundbreaking but they do make it feel less like talking to a chatbot.
  - Being able to speak freely without clicking seems more natural.

  - People seem to love or hate the avatars.
  - As an app that promotes speaking out loud, people might be wary of speaking as a beginner outside their home.
  - The app might be better suited for people who already understand fundamentals like tenses or different alphabets which don't fit into a per conversation approach.
  - Newer better quality TTS models do not provide the viseme lip sync data I need for animation.

Curious what other language learners here think – is this approach useful or do we not want to talk to our phones in broken Spanish? Should I keep working on this?