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Skip to Search Results- 2Deep learning
- 1Ethnomusicology
- 1Instrument transcription
- 1Music databases
- 1Music information retrieval
- 1Music information retrieval (MIR)
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2017
Music transcription involves the transformation of an audio recording to common music notation, colloquially referred to as sheet music. Manually transcribing audio recordings is a difficult and time-consuming process, even for experienced musicians. In response, several algorithms have been...
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Training Deep Convolutional Networks with Unlimited Synthesis of Musical Examples for Multiple Instrument Recognition
Download2018
Sethi, R., Weninger, N., Hindle, Abram, Bulitko, V., Frishkopf, M.
Deep learning has yielded promising results in music information retrieval and other domains compared to machine learning algorithms trained on hand-crafted feature representations, but is often limited by the availability of data and vast hyper-parameter space. It is difficult to obtain large...