Spoken-Keyword-Spotting
snowboy
Our great sponsors
| Spoken-Keyword-Spotting | snowboy | |
|---|---|---|
| 1 | 6 | |
| 80 | 2,973 | |
| - | 1.5% | |
| 0.0 | 0.0 | |
| over 1 year ago | over 2 years ago | |
| Python | C++ | |
| MIT License | GNU General Public License v3.0 or later |
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.
Spoken-Keyword-Spotting
-
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
snowboy
-
How to train large deep learning models as a startup
Great question. This is technically referred to as "Wake Word Detection". You run a really small model locally that is just processing 500ms (for example) of audio at a time through a light weight CNN or RNN. The idea here is that it's just binary classification (vs actual speech recognition).
There are some open source libraries that make this relatively easy:
- https://github.com/Kitt-AI/snowboy (looks to be shutdown now)
-
Getting Rid of Dust / 1.0.0-beta.4
Leon uses Snowboy for its hotword detection. Unfortunately the project has been discontinued and is suffering from the lack of maintainability.
-
Self-Made-Robot: Review Robots Projects
Voice recognition: Snowboy Hotword Detection - closed 2020-12-31
-
Build A Raspberry Pi Amazon Echo in 7 Steps: A Tutorial
For step 6, setting up the wake word, the post recommends KITT.AI or Sensory, but Kitt is closing down and Sensory is not free. Do you know of any other services that are still around and well maintained?
-
Sunday Daily Thread: What's everyone working on this week?
Looks really nice and clean! Have you by chance tested out the snowboy hotword detector https://github.com/Kitt-AI/snowboy? (Just noticed that they are actually shutting down)
-
help executing tasks with assistant using autovoice.
hi, i just checked it and really loved the plugin, but saw that the site that used to analyze the voice to make a new hotword (https://github.com/Kitt-AI/snowboy) got shut down at 31/12/2020, and i havent find any other place that can do that :(
What are some alternatives?
pocketsphinx - A small speech recognizer
Porcupine - On-device wake word detection powered by deep learning
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.
svm-pytorch - Linear SVM with PyTorch
BalancingWii - Self balancing robot (Segway) based on modified/extended MultiWii 2.3 firmware.
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.
Leon - 🧠 Leon is your open-source personal assistant.
Express - Fast, unopinionated, minimalist web framework for node.
gitpod - The developer platform for on-demand cloud development environments to create software faster and more securely.