Essays about: "Music classification"

Showing result 21 - 25 of 42 essays containing the words Music classification.

  1. 21. Musical Instrument Activity Detection using Self-Supervised Learning and Domain Adaptation

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

    Author : Carl Nyströmer; [2020]
    Keywords : Audio classification; music information retrieval; musical instrument recognition; musical instrument activity detection; self-supervised learning; domain adaptation; Ljudklassificering; hämtning av musikinformation; musikintrumentsigenkänning; instrumentaktivitetsigenkänning; självövervakad inlärning; domänadaption;

    Abstract : With the ever growing media and music catalogs, tools that search and navigate this data are important. For more complex search queries, meta-data is needed, but to manually label the vast amounts of new content is impossible. READ MORE

  3. 22. Evaluating the Impact of Automated Music Tags on Search Engine Ranking Quality

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska högskolan

    Author : Emma Weberyd; [2020]
    Keywords : ;

    Abstract : The importance of quickly finding relevant information in an ever-growing ocean of online content, raises the requirements on search engine ranking quality. Tags can help sort online content and facilitate ranking, but manually tagging massive amounts of content is futile. READ MORE

  4. 23. Analyzing music genre classification using item response theory : A case study of the GTZAN data

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

    Author : Benedith Mulongo; [2020]
    Keywords : ;

    Abstract :  Machine learning models are usually evaluated by metrics such as accuracy, confusion matrix, recall. Those metrics are used in evaluation methods for assessing the models. READ MORE

  5. 24. Language Classification of Music Using Metadata

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Linus Roxbergh; [2019]
    Keywords : Music; Metadata; Language; Classification; Machine Learning; Spotify; Multiclass; Feature Importance;

    Abstract : The purpose of this study was to investigate how metadata from Spotify could be used to identify the language of songs in a dataset containing nine languages. Features based on song name, album name, genre, regional popularity and vectors describing songs, playlists and users were analysed individually and in combination with each other in different classifiers. READ MORE

  6. 25. An IoT Solution for Urban Noise Identification in Smart Cities : Noise Measurement and Classification

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Yasser Alsouda; [2019]
    Keywords : urban noise; sound pressure level SPL ; internet of things IoT ; machine learning; support vector machine SVM ; k-nearest neighbors KNN ; bootstrap aggregating Bagging ; random forest; mel-frequency cepstral coeffi-cients MFCC ;

    Abstract : Noise is defined as any undesired sound. Urban noise and its effect on citizens area significant environmental problem, and the increasing level of noise has become a critical problem in some cities. Fortunately, noise pollution can be mitigated by better planning of urban areas or controlled by administrative regulations. READ MORE