My own personal vocabulary collector. No gui yet (probably never). Work in progress. Collect words in different languages in different lists. Create quizes w write-in options, sentence completion, …

SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualiz…

Where I will explore messing around with noise and speech in Python

My personal webpage

A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LSTM models with those features.

Where I will work on various speech recognition related projects

Projects useful in a workshop setting

Audio Processing Workshop materials for PyLadies Hamburg (October 19, 2021)

Where I will create little games

Small sections of datasets for audio exploration

Where I will work on various projects and models looking to recommend or meet the needs of the user using machine or deep learning

Scripts for handling sound and sound files for various purposes

Where I will work on buliding Android etc. applications

Where I will explore real-time application with Python (and possibly other languages combined with Python)

Using available sound / noise databases, I will experiment here how to build a sound classifier via deep learning

A language classifier model built via deep learning techniques

Here is where I will document my progress in kaggle competitions.

A game using spectral fingerprints/voice biometrics and general speech analysis techniques to compare target sounds and recordings mimicking those sounds

Through games and story telling, collect users' speech as they play on a mobile app. Here I will brainstorm and play around with what kind of apps I can create to collect more speech data.

Short-Term Goal: to effectively apply deep learning to speech data. Long-term Goal: to diagnose various speech disorders from speech input via mobile app.

Scripts dedicated to exploring/dealing with data from/for SQL databases

A website to display my current research interests/projects, sample applications I have developed or am working on, a blog documenting the projects I'm working on, and an 'about me' page.

Documentation of how and where I collect speech data

Using speech data from LANNA speech database. Using it to train neural networks and machine learning algorithms. Also using it to explore speech signal. Limitation: not nearly enough speech data.