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313 points mariano54 | 3 comments | | HN request time: 0.722s | source

Hey HN, we're Mariano and Anton from ISSEN (https://issen.com), a foreign language voice tutor app that adapts to your interests, goals, and needs.

Demo: https://www.loom.com/share/a78e713d46934857a2dc88aed1bb100d?...

We started this company after struggling to find great tools to practice speaking Japanese and French. Having a tutor can be awesome, but there are downsides: they can be expensive (since you pay by the hour), difficult to schedule, and have a high upfront cost (finding a tutor you like often forces you to cycle through a few that you don’t).

We wanted something that would talk with us — realistically, in full conversations — and actually help us improve. So we built it ourselves. The app relies on a custom voice AI pipeline combining STT (speech-to-text), TTS (text-to-speech), LLMs, long term memory, interruptions, turn-taking, etc. Getting speech-to-text to work well for learners was one of the hardest parts — especially with accents, multi-lingual sentences, and noisy environments. We now combine Gemini Flash, Whisper, Scribe, and GPT-4o-transcribe to minimize errors and keep the conversation flowing.

We didn’t want to focus too much on gamification. In our experience, that leads to users performing well in the app, achieving long streaks and so on, without actually getting fluent in the language you're wanting to learn.

With ISSEN you instantly speak and immerse yourself in the language, which, while not easy, is a much more efficient way to learn.

We combine this with a word bank and SRS flashcards for new words learned in the AI voice chats, which allows very rapid improvement in both vocabulary and speaking skills. We also create custom curriculums for each student based on goals, interests, and preferences, and fully customizable settings like speed, turn taking, formality, etc.

App: https://issen.com (works on web, iOS, Android) Pricing: 20 min free trial, $20–29/month (depending on duration and specific geography)

We’d love your feedback — on the tech, the UX, or what you’d wish from a tool like this. Thanks!

1. tmaly ◴[] No.44389500[source]
I want to build some AI tutors at home to help my kids with some of their school subjects and interests. I help them with subjects I know, but for other subjects I often do not have enough background. What are you best tips/ideas/design patterns you learned when making this app?
replies(1): >>44389560 #
2. mariano54 ◴[] No.44389560[source]
Some random tips which could help you

- Don't go over 10k tokens in the prompts as the intelligence and memory degrades

- Summarize sessions and save the summaries, potentially summarize the summaries as well

- use VAPI or realtime api if you want to build fast. Building the full pipeline takes a while

- try out different models and see how personality varies. Our favorite is gpt4.1 with temperature 1.

- goal system. The promot should always contain the current goal, and the next goal. Evaluate goals with another LLM, and dynamically change the prompt

replies(1): >>44436050 #
3. tmaly ◴[] No.44436050[source]
thank you