a-n-rose Goto Github PK

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)

collecting-speech

Documentation of how and where I collect speech data

ctcdecode

PyTorch CTC Decoder bindings

dealing-with-sql-databases-python-

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

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.

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.

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.

flask-name-recommender

This was an app I developed a year ago and needs some cleaning up. It presents names to a user and the user either likes or dislikes the names. Names are then recommended to the user.

games

Where I will create little games

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.

improve_code

ipa-features-from-text

"Translates" English text/words to IPA (can be modified to work with other langauges). Categorizes IPA letters by their IPA featuers (see IPA chart). Saves features of words to machine/deep learning friendly database: one column per feature, and True if the word has this feature, False if not.

kaggle-titanic

kaggle titanic solution

kaggle_competitions

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

kivy-name-suggestor1

Very simple version of a name recommender using the Kivy and Python languages

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

mini-audio-datasets

Small sections of datasets for audio exploration

noise-manipulation-python

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

personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

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.

python-sound-prep

Scripts for handling sound and sound files for various purposes

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.

real-time-applications

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

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

sound-classifier-deep-learning-experimentation

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

speech-recognition-projects

Where I will work on various speech recognition related projects