Essays about: "Speaker classification"

Showing result 1 - 5 of 11 essays containing the words Speaker classification.

  1. 1. Evaluation of the performance of machine learning techniques for email classification

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

    Author : Isabella Tapper; [2022]
    Keywords : Natural Language Processing; Text Representations; Email Classification; Text Classification; Behandling Av Naturliga Språk; Text Representation; epost-klassificering; Textklassificering;

    Abstract : Manual categorization of a mail inbox can often become time-consuming. Therefore many attempts have been made to use machine learning for this task. One essential Natural Language Processing (NLP) task is text classification, which is a big challenge since an NLP engine is not a native speaker of any human language. READ MORE

  3. 2. Domain Adaptation for Attention Steering

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Johanna Wilroth; [2020]
    Keywords : Technology and Engineering;

    Abstract : A major problem in the development of intelligent hearing aids is often referred to as the cocktail party problem. It describes the remarkable ability of the human brain of filter out unwanted sounds in a noisy environment, while focusing on a single talker or conversation. READ MORE

  4. 3. Automatic Speech Recognition Model for Swedish using Kaldi

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

    Author : Yihan Wang; [2020]
    Keywords : Speech recognition; Kaldi; Mel-frequency cepstral coefficient; Perceptual linear predictive; Speaker adaptive training; Weight Finite State Transducers; Taligenkänning; Kaldi; Cefstralskoefficient för Mel-Frekvens; Perceptuell linjär prediktiv; Uppladdning av högtalaren; Viktfinitomvandlare;

    Abstract : With the development of intelligent era, speech recognition has been a hottopic. Although many automatic speech recognition(ASR) tools have beenput into the market, a considerable number of them do not support Swedishbecause of its small number. READ MORE

  5. 4. Multi-speaker Speech Activity Detection From Video

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

    Author : Marcus Wejdelind; Nils Wägmark; [2020]
    Keywords : IEEEtran; Neural networks; Deep learning; Speech detection; image classification;

    Abstract :  A conversational robot will in many cases have todeal with multi-party spoken interaction in which one or morepeople could be speaking simultaneously. To do this, the robotmust be able to identify the speakers in order to attend to them. READ MORE

  6. 5. Emotion Recognition in Football Commentator Speech : Is the action intense or not ?

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

    Author : Paul-Gauthier Noé; [2020]
    Keywords : ;

    Abstract : In order to improve the production quality of a football game broadcast, Digigram wants to detect automatically the excitement state of the commentator. The aim of this master thesis is to obtain this state from the commentator speech in order to know if s/he is describing an intense action or a calm one. READ MORE