a-n-rose/mini-audio-datasets

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Created over 4 years ago
Updated over 4 years ago

a-n-rose/mini-audio-datasets

a-n-rose

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Small sections of datasets for audio exploration

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.

Jupyter Notebook

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.

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

language-classifier

A language classifier model built via deep learning techniques

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.

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.

app-development

Where I will work on buliding Android etc. applications

noise-manipulation-python

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

speech-recognition-projects

Where I will work on various speech recognition related projects

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.github.io

My personal webpage

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

real-time-applications

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

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.

Build-Your-Own-Audio-Processing-Package-Using-Poetry

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

Jupyter Notebook