Spoken-Keyword-Spotting
traingenerator
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Spoken-Keyword-Spotting | traingenerator | |
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1 | 2 | |
80 | 1,345 | |
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0.0 | 0.0 | |
over 1 year ago | 8 months ago | |
Python | Python | |
MIT License | MIT License |
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Spoken-Keyword-Spotting
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How to train large deep learning models as a startup
The search term you're looking for is "Keyword Spotting" - and that's what's implemented locally for ~embedded devices that sit and wait for something relevant to come along so that they know when to start sending data up to the mothership (or even turn on additional higher-power cores locally).
Here's an example repo that might be interesting (from initial impressions, though there are many more out there) : https://github.com/vineeths96/Spoken-Keyword-Spotting
traingenerator
- Traingenerator ยท Streamlit
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Your Github stats for 2020 ๐
Another tool I built to generate training code for ML: https://github.com/jrieke/traingenerator
What are some alternatives?
pocketsphinx - A small speech recognizer
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. โก๐ฅโก
spokestack-python - Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.
profanity-check - A fast, robust Python library to check for offensive language in strings.
svm-pytorch - Linear SVM with PyTorch
lightning-hydra-template - Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
determined - Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
material-design-icons-adt-template - Android Studio / Eclipse ADT template for material-design-icons resources
streamlit-geospatial - A multi-page streamlit app for geospatial
code-generator - Web Application to generate your training scripts with PyTorch Ignite
comma10k-baseline - A baseline segmentation example using the comma10k dataset (WIP)
torchmd - End-To-End Molecular Dynamics (MD) Engine using PyTorch