Essays about: "GMM-HMM"

Found 2 essays containing the word GMM-HMM.

  1. 1. Speech recognition for telephone conversations in Icelandic using Kaldi

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

    Author : Thorsteinn Dadi Gunnarsson; [2019]
    Keywords : ;

    Abstract : In this thesis we train and evaluate an Automatic Speech Recognition system for phone communication in Icelandic. We use Kaldi, an open source toolkit, to build both GMM-HMM and Neural Network based models for general speech recognition in Icelandic. READ MORE

  3. 2. Achieving Automatic Speech Recognition for Swedish using the Kaldi toolkit

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Zimon Mossberg; [2016]
    Keywords : ASR; Kaldi; NST; GMM-HMM;

    Abstract : The meager offering of online commercial Swedish Automatic Speech Recognition ser-vices prompts the effort to develop a speech recognizer for Swedish using the open sourcetoolkit Kaldi and publicly available NST speech corpus. Using a previous Kaldi recipeseveral GMM-HMM models are trained and evaluated against commercial options toallow for reasoning of the performance of a customized solution for Automatic SpeechRecognition to that of commercial services. READ MORE