Aditya Moon
Learner
(1)
31
Location
Waterloo, Ontario, Canada
Portals
Categories
Software development Data science

Skills

Algorithms 2 Artificial intelligence 2 Machine learning 2 Python (programming language) 2 Research 2 Speech evaluation 1 Speech synthesis 1

Achievements

Latest feedback

Recent projects

Sunny Days Technologies
Sunny Days Technologies
Vancouver, British Columbia, Canada

AI Language Learning - pronunciation training R&D

Our company is a startup focused on helping language learning students mastering a new language primarily via voice enabled applications. Currently we work with various OpenAI APIs and just released a language learning partner, voice based assistant you can try for yourself at https://sunnydays.tech/#talk-to-kaki   *Ideal candidates enjoy an open exploration challenge. Are learning or mastering 1 language in addition to their native language(s). Comfortable using Javascript|Typescript or Python.  We’re currently investigating a new feature, which you may lay down the groundwork for. The core of the feature is, given an audio file the student was just taught and are willing to repeat out loud, take a recording of their speech and compare against the original audio, while flagging any significant discrepancies where they happen. The logic may run on the FE or backend. We would like to collaborate with students to research and apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our problem. Altho to be explicit it’s not necessary to apply said techniques if a classic crafted algorithm works well. The initial language to be considered may be one of: English, Japanese, Spanish, Portuguese. At any rate consider the solution must be able to adapt into multiple mainstream languages. Input: 2 audio files of the same encoding type (something common like .mp4), a base ideal vs. user recording. Output: an array of: either points in time, or ranges, where the pronunciation didn’t seem to match input.

Matches 1
Category Machine learning + 4
Closed

Work experience

Riipen LevelUP Experience - March 2025
Sunny Days Technologies
March 2025 - March 2025

I've previously worked on a Riipen program under the Level UP program for Sunny Days Technologies. In this project, I got the chance to help language learners correct their pronunciation by breaking down the phonemes (distinct units of sound, very similar to syllables) they said in a sentence of their target language, and comparing it with the actual phonemes. We used modern AI technologies, Meta's Wav2Vec and MMS Models, and also experimented with other models such as OpenAI's Whisper. Ultimately, we achieved very high success metrics for this project, with our top scores being a PER of 0.067 and IDR of 0 (both for English).

Personal projects

arXIV Database Topic Modelling
March 2025 - April 2025
https://github.com/AdityaThyMoon/arXiv-Analysis

Full description and visualizations found in GitHub repo

Personal Website
July 2023 - June 2025
https://adityathymoon.github.io/