Essays about: "VGGish"

Found 4 essays containing the word VGGish.

  1. 1. Violin Artist Identification by Analyzing Raga-vistaram Audio

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

    Author : Nandakishor Ramlal; [2023]
    Keywords : Artist identification; Music information retrieval; Deep Learning; Convolutional Neural Network; Convolutional Recurrent Neural Network; Embeddings; log-Melspectrogram; Artistidentifiering; återhämtning av musikinformation; Deep Learning; Convolutional Neural Network; Convolutional Recurrent Neural Network; Inbäddningar; log-Melspektrogram;

    Abstract : With the inception of music streaming and media content delivery platforms, there has been a tremendous increase in the music available on the internet and the metadata associated with it. In this study, we address the problem of violin artist identification, which tries to classify the performing artist based on the learned features. READ MORE

  3. 2. Classifying Hypernasality for Children with a Cleft Palate using a Convolutional Neural Network

    University essay from Lunds universitet/Matematisk statistik

    Author : Rebecca Svensson; [2022]
    Keywords : Cleft Lip; Cleft Palate; Speech; CNN; VGGish; Deep Learning; Mathematics and Statistics;

    Abstract : In Sweden, about 150-200 children annually are born with some form of cleft lip and/or palate, making it the most common facial malformation in the country. Treatment often involves one or more surgeries and the speech development is followed up by a speech pathologist from the first year of life. READ MORE

  4. 3. Classification of Affective Emotion in Musical Themes : How to understand the emotional content of the soundtracks of the movies?

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

    Author : Paula Diaz Banet; [2021]
    Keywords : Music emotion recognition; Deep learning; Feature extraction; VGGish; Mel-frequency Cepstral Coefficients.; Music emotion recognition; Deep learning; Särdragsextraktion; VGGish; Mel-frequency Cepstral Coefficients;

    Abstract : Music is created by composers to arouse different emotions and feelings in the listener, and in the case of soundtracks, to support the storytelling of scenes. The goal of this project is to seek the best method to evaluate the emotional content of soundtracks. READ MORE

  5. 4. Transfer Learning on Ultrasound Spectrograms of Weld Joints for Predictive Maintenance

    University essay from Uppsala universitet/Signaler och system

    Author : Joakim Bergström; [2020]
    Keywords : transfer learning; AI; machine learning; convolutional neural network; predictive maintenance; ultrasound; spectrogram;

    Abstract : A big hurdle for many companies to start using machine learning is that trending techniques need a huge amount of structured data. One potential way to reduce the need for data is taking advantage of previous knowledge from a related task. This is so called transfer learning. READ MORE