Human Machine Learning S.R.L.

Learn language like a machine.

Română

About

Human Machine Learning S.R.L. is a software company registered in Romania under CAEN code 6210 (custom software development). We build language learning tools powered by real native speaker audio and spaced repetition — combining deliberate practice, character-level feedback, and large open audio corpora to develop listening comprehension and dictation accuracy.

Our approach is grounded in deliberate practice rather than gamification: forced reproduction of what you hear, at scale, with immediate feedback. The product is available as a web application and as downloadable desktop software.

We also study learning itself. Experiment №1 (March 2021 – April 2022) took the founder from noise to C1 Romanian, with every attempt recorded — over 41,000 reps across 8,722 recordings. Experiment №2, the Replication, is enrolling now. As we learn about learning, we share the results with our participants first — or build better products to accelerate your knowledge acquisition.

Products

Listening and dictation trainer in 31 languages. Native speaker audio from Mozilla Common Voice and other open corpora. Spaced repetition scheduling, inline translations, real-time diff feedback. Free tier available in-browser at sitedictation.com/play. Desktop builds for macOS, Windows, and Linux at sitedictation.com/languages.

An ongoing study of memory and learning. Participants attempt to replicate the founder's result — noise to C1 in roughly two years of daily listening reps — with progress measured honestly from their own attempt ledger. 100 places per cohort.


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