Essays about: "GMM-HMM"
Found 2 essays containing the word GMM-HMM.
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1. Speech recognition for telephone conversations in Icelandic using Kaldi
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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2. Achieving Automatic Speech Recognition for Swedish using the Kaldi toolkit
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)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