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Speech sound detection employing deep learning

Polak Cezary, Mańkowski Jakub, Uciński Wiktor, Schramka Patryk, Mysiakowski Mikołaj, Kurowski Adam

Annals of Computer Science and Information Systems

2021

Vol. 26

221--222

The primary way of communication between people is speech, both in the form of everyday conversation and speech signal transmitted and recorded in numerous ways. The latter example is especially important in the modern days of the global SARS-CoV-2 pandemic when it is often not possible to meet with people and talk with them in person. Streaming, VoIP calls, live podcasts are just some of the many applications that have seen a significant increase in usage due to the necessity of social distancing. In our paper, we provide a method to design, develop, and test the deep learning-based algorithm capable of performing voice activity detection in a manner better than other benchmark solutions like the WebRTC VAD algorithm, which is an industry standard based mainly on a classic approach to speech signal processing.