Stacked auto-encoders based visual features for speech/music classification

Kumar, Arvind; Solanki, Sandeep Singh; Chandra, Mahesh

doi:10.1016/j.eswa.2022.118041

Cited by 8 publications

(1 citation statement)

References 30 publications

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“…There are countless numbers of traditional Chinese folk songs. In the process of fusion of traditional folk songs and popular music, for local folk songs such as Henan Nanyang folk song, Hainan Li folk song, Anhui Dangtu folk song, Hunan Sangzhi folk song, etc., the whole or part of the melody and lyrics can be extracted, and the structure of the song can be appropriately created, highlighting the local language characteristics and grasping the use of biting and spitting characteristics [31].…”

Section: ) Integration Of Traditional Folk Songs and Popular Musicmentioning

confidence: 99%

Informatization Integration Strategy of Modern Popular Music Teaching and Traditional Music Culture in Colleges and Universities in the Era of Artificial Intelligence

Cai

2023

Applied Mathematics and Nonlinear Sciences

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In this paper, a music teaching aid is constructed based on the automatic analysis technique of music elements. The auxiliary tool uses constant Q transform and note onset detection technology to process and recognize students’ input audio. The logical operation of music longitudinal structure and spectral structure and the logical conversion of beat and rhythmic time nodes are used to realize the integration of popular music and traditional music teaching informationization. Using two corpora of 22 kHz, the effect of teaching the fusion of musical elements of auxiliary tools was analyzed with the regular transformation of curves in the sound intensity envelope. The results showed that the peaks of the overlap between elements of popular music and traditional music appeared at 56.8 FPs, 148.9 FPs, and 343.7 FPs, respectively, corresponding to the peaks of 48.3 Hz, 59.4 Hz, and 51.6 Hz, respectively. The integration of traditional music culture into popular music teaching was successfully realized. This study effectively examined an effective method and strategy for integrating teaching, which has a positive impact on the promotion and development of traditional music culture.

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Section: ) Integration Of Traditional Folk Songs and Popular Musicmentioning

confidence: 99%

Informatization Integration Strategy of Modern Popular Music Teaching and Traditional Music Culture in Colleges and Universities in the Era of Artificial Intelligence

Cai

2023

Applied Mathematics and Nonlinear Sciences

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Analysis of Multilanguage Regional Music Tracks Using Representation Learning Techniques in Lower Dimensions

Pendyala,

Konduri,

Pendyala

2024

Lecture Notes in Networks and Systems

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Music mode analysis and teaching enlightenment research under the background of digital education

Mao

2023

Soft Comput

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Stacked auto-encoders based visual features for speech/music classification

Cited by 8 publications

References 30 publications

Informatization Integration Strategy of Modern Popular Music Teaching and Traditional Music Culture in Colleges and Universities in the Era of Artificial Intelligence

Informatization Integration Strategy of Modern Popular Music Teaching and Traditional Music Culture in Colleges and Universities in the Era of Artificial Intelligence

Analysis of Multilanguage Regional Music Tracks Using Representation Learning Techniques in Lower Dimensions

Music mode analysis and teaching enlightenment research under the background of digital education

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