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Msaidizi
Machine learningSource separation and demixing

Utengano wa Sauti (Vocal Separation)

Utengano wa sauti ni kazi ya kutenga sauti ya kuimba kutoka kwa rekodi ya muziki iliyochanganywa, na kuacha ala za muziki. Ilianzishwa rasmi na Han et al. (2012), ni muhimu kwa uhariri wa muziki, utunzi upya, utengenezaji wa karaoke, na uchambuzi wa muziki. Mbinu za kisasa za akili bandia ya kina (Défossez et al., 2021) zimepata ubora wa kuvutia, kuwezesha matumizi ya vitendo katika uzalishaji wa muziki na huduma za utiririshaji. Utengano wa sauti ni mfano maalum wa utengano wa chanzo, ambapo lengo ni kutenga chanzo kinachoonekana zaidi kwa hisia.

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Vyanzo

  1. Han, Y., Qin, Z., & Kang, Z. (2012). Singing voice separation using spectral floor filtered spectrograms. In Proceedings of the International Society for Music Information Retrieval Conference. link
  2. Huang, P. S., Kim, M., Hasegawa-Johnson, M., & Smaragdis, P. (2015). Joint optimization of masks and deep recurrent neural networks for monaural source separation. IEEE Transactions on Audio, Speech, and Language Processing, 23(12), 2136-2147. DOI: 10.1109/taslp.2015.2468583
  3. Défossez, A., Usunier, N., Bottou, L., & Bach, F. (2021). Music source separation in the waveform domain. In International Conference on Learning Representations. link

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Vocal Separation and Source Separation Algorithm. ScholarGate. https://scholargate.app/sw/music-information-retrieval/vocal-separation

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Imerejelewa na

ScholarGateVocal Separation (Vocal Separation and Source Separation Algorithm). Imepatikana 2026-06-17 kutoka https://scholargate.app/sw/music-information-retrieval/vocal-separation · Seti ya data: https://doi.org/10.5281/zenodo.20539026