Essays about: "digital music processing"

Showing result 1 - 5 of 8 essays containing the words digital music processing.

  1. 1. Organization of Electronic Dance Music by Dimensionality Reduction

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Victor Tideman; [2022]
    Keywords : Dimensionality Reduction; Digital Signal Processing; Similarity; Music;

    Abstract : This thesis aims to produce a similarity metric for tracks of the genre: Electronic Dance Music, by taking a high-dimensional data representation of each track and then project it to a low-dimensional embedded space (2D and 3D) by applying two Dimensionality Reduction (DR) techniques called t-distributed stochastic neighbor embedding (t-SNE) and Pairwise Controlled Manifold Approximation (PaCMAP). A content-based approach is taken to identify similarity, which is defined as the distances between points in the embedded space. READ MORE

  3. 2. Musical Instrument Recognition using the Scattering Transform

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Laura Cros Vila; [2020]
    Keywords : Audio classication; music information retrieval; musical instrument recognition; scattering transform; Ljudklassicering; hämtning av musikinformation; igenkänning av musikinstrument; scattering transform;

    Abstract : Thanks to the advancement of technological progress in networking and signal processing, we can access a large amount of musical content. In order for users to search among these vast catalogs, they need to have access to music-related information beyond the pure digital music file. READ MORE

  4. 3. Mozart2000 : Music reading and piano playing robot

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Lukas Malm; Anna Phan; [2019]
    Keywords : mechatronics - OMR - raspberry pi - robot - opencv; mekatronik - OMR - robot - raspberry pi - opencv;

    Abstract : Many industries have been transformed to better perform in today’s digital age. In this project a solution for digitalizing printed sheet music as well as automating piano playing is researched, developed and built. READ MORE

  5. 4. Real time digital signal processing using Matlab

    University essay from Uppsala universitet/Signaler och System

    Author : Jesper Nordström; [2017]
    Keywords : Music; Signal processing; DSP; MatLab;

    Abstract : Increased usage of electronic devices and the fast development of microprocessors has increased the usage of digital filters ahead of analog filters. Digital filters offer great benefits over analog filters in that they are inexpensive, they can be reprogrammed easily and they open up whole new range of possibilities when it comes to Internet of things. READ MORE

  6. 5. Performance Optimization of Signal Processing Algorithms for SIMD Architectures

    University essay from KTH/Reglerteknik

    Author : Sharan Yagneswar; [2017]
    Keywords : SIMD; ARM; Vectorization; DSP; NEON; IIR; Envelope; Complex; Performance Optimization; SIMD; ARM; Vektorisering; DSP; NEON; IIR; Kuvert; Komplex; Prestandaoptimering;

    Abstract : Digital Signal Processing(DSP) algorithms are widely implemented in real time systems.In fields such as digital music technology, many of these said algorithms areimplemented, often in combination, to achieve the desired functionality. When itcomes to implementation, DSP algorithms are performance critical as they havetight deadlines. READ MORE