This is the problem of audio source separation: decomposing an input mixed audio signal into the sources that it originally came from.Īudio Source Separation, also known as the Cocktail Part y Problem, is one of the biggest problems in audio because of its practical use in so many situations: identifying the vocals from a song, helping deaf people hear a speaker in a noisy area, isolating the voice in a phone call when riding a bike against the wind, and you get the idea.
Imagine going into a crowded and noisy cafeteria and being able to “unmix” all the noises you hear into their respective speakers.
By Akarsh Kumar, Sunny Kharel, Prajwal Pokharel, Kanishk Singh, Kaylee Trevino, and Miguel Garza
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