aws-mlu-explain
picovoice
| aws-mlu-explain | picovoice | |
|---|---|---|
| 3 | 13 | |
| 376 | 502 | |
| 3.5% | 2.6% | |
| 7.2 | 8.9 | |
| 5 months ago | 14 days ago | |
| JavaScript | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
aws-mlu-explain
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For Amazon, I Made A Web-based, Interactive/Visual Explainer of Decision Trees in Machine Learning
Posting here as it was created using JavaScript. D3.js for the visuals, parcel for the bundler, and IntersectionObserver for the scrolls. All code available here: https://github.com/aws-samples/aws-mlu-explain
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Smooth transition for presentation slides
HTML, CSS, JavaScript. Here is the repository with source code for the presentation, if you want to look into it
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Amazon’s Visual, Interactive Explainer on The Bias Variance Tradeoff
It's d3.js, their source code is available https://github.com/aws-samples/aws-mlu-explain/tree/main/bias-variance
picovoice
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Speech Recognition in Unity: Adding Voice Input
Download the Picovoice Unity package
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Speech Recognition using Arduino Nano 33
Picovoice Platform GitHub Repository
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Speech Recognition with SwiftUI
Below are some useful resources: Open-source code Picovoice Platform SDK Picovoice website
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Speech Recognition with STM32: Building hands-free voice experiences
git clone --recurse-submodules \ https://github.com/Picovoice/picovoice.git
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Day 20: On-device Voice Assistant with Flutter
You can use the demo code we open-sourced. It includes wake word and context files, so you can start with them.
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Day 7: Making Cool Raspberry Pi Projects even Cooler with Voice AI (2/4)
You can check out the GitHub repo to see more open-source demos
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Offline Voice Assistant on a Microcontroller with 192KB RAM
Although interestingly enough, the README for the linked repo (https://github.com/Picovoice/picovoice) states that "The SDK is licensed under Apache 2.0 and available on GitHub to encourage independent benchmarking and integration testing." While source isn't provided and only compiled binaries are provided, that should give you permission to flip some bits to skip a license check.
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Voice processing in Embedded Systems
Checkout https://github.com/Picovoice/picovoice I saw it on an article from before and it seemed easy to get started on.
- Voice Control App
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Clock app controlled with offline voice recognition (Tutorial + article in comments)
Check out an article I wrote about it and the source code
What are some alternatives?
netron - Visualizer for neural network, deep learning and machine learning models
vosk-api - Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
clearml - ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
DeepSpeech - DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
best_AI_papers_2021 - A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
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.
Dannjs - Easy to use Deep Neural Network Library for JavaScript.
rhino - On-device Speech-to-Intent engine powered by deep learning
Best_AI_paper_2020 - A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
cheetah - On-device streaming speech-to-text engine powered by deep learning
NN-SVG - Publication-ready NN-architecture schematics.
DiscordSpeechBot - A speech-to-text bot for discord with music commands and more using NodeJS. Ideally for controlling your Discord server using voice commands, can also be useful for hearing-impaired people.