![]() ![]() At iZotope some of our previous machine learning applications were to automatically identify instruments as part of the Neutron Track Assistant feature, and to automatically detect song structure (i.e., verse/chorus) for improved waveform navigation in the Ozone standalone application. Machine learning is also starting to allow for innovations in the audio industry. Some of the most familiar applications of machine learning are speech recognition (Siri, Amazon Alexa), where algorithms transcribe the words we speak, or image recognition where algorithms automatically label items, places, and faces in images (think of how Facebook accurately suggests people to tag in uploaded photos, and how your email can automatically recognize spam). Machine learning refers to a class of algorithms that discover patterns in data and use those discovered patterns to make predictions when presented with new data. You may have heard of machine learning but not exactly understood what the term means, or how we use it in our everyday lives. ![]()
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