Pinned Repositories
a-n-rose.github.io
My personal webpage
app-development
Where I will work on buliding Android etc. applications
Build-CNN-or-LSTM-or-CNNLSTM-with-speech-features
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.
Build-Your-Own-Audio-Processing-Package-Using-Poetry
Audio Processing Workshop materials for PyLadies Hamburg (October 19, 2021)
diagnosis-via-speech
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.
get-speech-w-games-app
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.
language-classifier
A language classifier model built via deep learning techniques
mimic-master-how-well-can-you-mimic
A game using spectral fingerprints/voice biometrics and general speech analysis techniques to compare target sounds and recordings mimicking those sounds
Python-Sound-Tool
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 visualization, dataset and audio file conversion, and beyond.
Vocab-Collector-and-Tester
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, etc.
a-n-rose's Repositories
a-n-rose/Python-Sound-Tool
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 visualization, dataset and audio file conversion, and beyond.
a-n-rose/Build-CNN-or-LSTM-or-CNNLSTM-with-speech-features
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.
a-n-rose/mimic-master-how-well-can-you-mimic
A game using spectral fingerprints/voice biometrics and general speech analysis techniques to compare target sounds and recordings mimicking those sounds
a-n-rose/language-classifier
A language classifier model built via deep learning techniques
a-n-rose/Vocab-Collector-and-Tester
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, etc.
a-n-rose/app-development
Where I will work on buliding Android etc. applications
a-n-rose/diagnosis-via-speech
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.
a-n-rose/a-n-rose.github.io
My personal webpage
a-n-rose/Build-Your-Own-Audio-Processing-Package-Using-Poetry
Audio Processing Workshop materials for PyLadies Hamburg (October 19, 2021)
a-n-rose/get-speech-w-games-app
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.
a-n-rose/mini-audio-datasets
Small sections of datasets for audio exploration
a-n-rose/noise-manipulation-python
Where I will explore messing around with noise and speech in Python
a-n-rose/real-time-applications
Where I will explore real-time application with Python (and possibly other languages combined with Python)
a-n-rose/recommendation-systems-python
Where I will work on various projects and models looking to recommend or meet the needs of the user using machine or deep learning
a-n-rose/sound-classifier-deep-learning-experimentation
Using available sound / noise databases, I will experiment here how to build a sound classifier via deep learning
a-n-rose/speech-recognition-projects
Where I will work on various speech recognition related projects
a-n-rose/collecting-speech
Documentation of how and where I collect speech data
a-n-rose/ctcdecode
PyTorch CTC Decoder bindings
a-n-rose/Dealing-with-SQL-Databases-Python-
Scripts dedicated to exploring/dealing with data from/for SQL databases
a-n-rose/deep-learning-sli-vs-healthy-child-speech
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.
a-n-rose/flask-event-website
This is the template I built for my husband and my wedding. Pages include: registration/login, schedule/lodging, "our story", RSVP, gallery, (very simple) registry, discussion page.
a-n-rose/games
Where I will create little games
a-n-rose/improve_code
a-n-rose/Kaggle_Competitions
Here is where I will document my progress in kaggle competitions.
a-n-rose/personal-website
Code that'll help you kickstart a personal website that showcases your work as a software developer.
a-n-rose/portfolio-website-flask
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.
a-n-rose/python-sound-prep
Scripts for handling sound and sound files for various purposes
a-n-rose/ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
a-n-rose/VAD-python
Voice Activity Detector in Python
a-n-rose/workshops
Projects useful in a workshop setting