Essays about: "Spektrogram"

Found 3 essays containing the word Spektrogram.

  1. 1. Evaluation of CNN in ESM Data Classification by Perspective of  Military Utility

    University essay from Försvarshögskolan

    Author : Jimmy Johansson; [2020]
    Keywords : CNN; emitter classification; ESM; spectrogram; military utility; CNN; sändarklassifikation; ES; ESM; spektrogram; militär nytta;

    Abstract : Modern society has seen an increase in automation using AI in a variety of applications. To keep up with recent development, it is therefore logical to investigate the application of AI programs to military tasks. READ MORE

  2. 2. Neural Network Regularization for Generalized Heart Arrhythmia Classification

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap; Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Oliver Glandberger; Daniel Fredriksson; [2020]
    Keywords : Arrhythmia; Classification; Regularization; Scaleogram; TensorFlow; Arytmi; Klassificering; Regularisering; Spektrogram; TensorFlow;

    Abstract : Background: Arrhythmias are a collection of heart conditions that affect almost half of the world’s population and accounted for roughly 32.1% of all deaths in 2015. More importantly, early detection of arrhythmia through electrocardiogram analysis can prevent up to 90% of deaths. READ MORE

  3. 3. Unsupervised Audio Spectrogram Compression using Vector Quantized Autoencoders

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

    Author : Amund Hansen Vedal; [2019]
    Keywords : ;

    Abstract : Despite the recent successes of neural networks in a variety of domains, musical audio modeling is still considered a hard task, with features typically spanning tens of thousands of dimensions in input space. By formulating audio data compression as an unsupervised learning task, this project investigates the applicability of vector quantized neural network autoencoders for compressing spectrograms – image-like representations of audio. READ MORE