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Investigating the Effects of Training Set Synthesis for Audio Segmentation of Radio Broadcast

Venkatesh, S; Moffat, D; Miranda, ER (MDPI, 2021-03-31)

Music and speech detection provides us valuable information regarding the nature of content in broadcast audio. It helps detect acoustic regions that contain speech, voice over music, only music, or silence. In recent ...

Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast

Venkatesh, S; Moffat, D; Kirke, A; Shakeri, G; Brewster, S; Fachner, J; Odell-Miller, H; Street, A; Farina, N; Banerjee, S; Miranda, ER (IEEE, 2021-05-07)

Segmenting audio into homogeneous sections such as music and speech helps us understand the content of audio. It is useful as a pre-processing step to index, store, and modify audio recordings, radio broadcasts and TV ...