{"repo":"jonnor/machinehearing","free":true,"listed":false,"github":"https://github.com/jonnor/machinehearing","clone":"git clone https://github.com/jonnor/machinehearing.git","description":"Machine Learning applied to sound","language":"Jupyter Notebook","stars":293,"topics":["machine-learning","audio-analysis","audio-processing","notes","audio-classsification"],"license":null,"category":"machine-learning","readme_excerpt":"Machine Hearing Machine Hearing, or Machine Listening, is the use of Machine Learning and audio sensors to derive meaningful information from sound. This include listening for and diagnosing problems in machinery, understanding events and activities that cause noise, and estimation of how humans perceive certain sounds. Here you can find some notes on the topic compiled by Jon Nordby. This research is sponsored by Soundsensing, a provider of IoT audio sensors with built-in Machine Learning, used for Noise Monitoring and Condition Monitoring. The sensors are ideal for continious monitoring of audible noises and events, and can perform tasks such as Audio Classification, Audio Event Detection and Acoustic Anomaly Detection. Their sensors can transmit compressed and privacy-preserving spectrograms, allowing Machine Learning to be done in the cloud using familiar tools like Python. Or models can be deployed onto the sensor itself, for a highly efficient on-edge ML solution. Pages Some information is found in sub-pages. Audio Quality Recent work EuroPython 2021: Sound Event Detection with Machine Learning July 26, 2021. Presented at EuroPython 2021. Video recording, slides, notes. TinyML EMEA 2021: Perfect coffee roasting with TinyML sound sensing June 7, 2021. Presented at tinyML EMEA Technical Forum 2021. Video recording coming, slides, notes. TinyML Summit 2021: Environmental Sound Classification on microcontrollers March 25, 2021. Video recording, slides, notes. Classifying so","default_branch":null,"files":null,"tree":[],"storefront":"/r/jonnor","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/jonnor/machinehearing/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}