- Covid or just a Cough? AI for detecting COVID-19 from Cough Sounds - Dec 15, 2020.
Increased capabilities in screening and early testing for a disease can significantly support quelling its spread and impact. Recent progress in developing deep learning AI models to classify cough sounds as a prescreening tool for COVID-19 has demonstrated promising early success. Cough-based diagnosis is non-invasive, cost-effective, scalable, and, if approved, could be a potential game-changer in our fight against COVID-19.
- Audio Data Analysis Using Deep Learning with Python (Part 2) - Feb 25, 2020.
This is a followup to the first article in this series. Once you are comfortable with the concepts explained in that article, you can come back and continue with this.
- Audio Data Analysis Using Deep Learning with Python (Part 1) - Feb 19, 2020.
A brief introduction to audio data processing and genre classification using Neural Networks and python.
- Basics of Audio File Processing in R - Feb 11, 2020.
This post provides basic information on audio processing using R as the programming language. It also walks through and understands some basics of sound and digital audio.
- Audio File Processing: ECG Audio Using Python - Feb 4, 2020.
In this post, we will look into an application of audio file processing, for a good cause — Analysis of ECG Heart beat and write code in python.
- How to apply machine learning and deep learning methods to audio analysis - Nov 19, 2019.
Find out how data scientists and AI practitioners can use a machine learning experimentation platform like Comet.ml to apply machine learning and deep learning to methods in the domain of audio analysis.
- Building an Audio Classifier using Deep Neural Networks - Dec 15, 2017.
Using a deep convolutional neural network architecture to classify audio and how to effectively use transfer learning and data-augmentation to improve model accuracy using small datasets.
- Build Your Own Audio/Video Analytics App With HPE Haven OnDemand – Part 2 - Jun 10, 2016.
In the conclusion to this two part tutorial, learn how to leverage HPE Haven OnDemand's Machine Learning APIs to build an audio/video analytics app with minimal time and effort.
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- Build Your Own Audio/Video Analytics App With HPE Haven OnDemand – Part 1 - Jun 9, 2016.
In this first part of a two part tutorial, learn how to leverage HPE Haven OnDemand's Machine Learning APIs to build an audio/video analytics app with minimal time and effort.
Pages: 1 2