عنوان فارسی مقاله: تشخیص گفتار با CMU Sphinx
عنوان انگلیسی مقاله:
Speech Recognition with CMU Sphinx
فهرست مطالب
Speech Recognition with CMU Sphinx
What is Speech Recognition
Types of speech recognition
Speech Production and Perception Process
Speech recognition – uses and applications
Project at a Glance – Sphinx 4
How does a Recognizer Work?
Sphinx 4 Architecture
Front-End
Knowledge Base
Dictionary
Language Model
Command Grammars
N-gram Language Models
Acoustic Models
What is a Markov Model?
Hidden Markov Model
Gaussian Mixtures
The Decoder
Decoder – heart of therecognizer
Decoder Overview
Selecting next set of states
Sentence HMMS
Sentence HMMS
Search Strategies: Tree Search
References
بخشی از مقاله
Hidden Markov Model
Hidden Markov Models represent each unit of speech in the Acoustic Model HMMs are used by a scorer to calculate the acoustic probability for a particular unit of speech A Typical HMM uses 3 states to model a single context dependent phoneme Each state of an HMM is represented by a set of Gaussian mixture density functions
دانلود رایگان مقاله پاورپوینت انگلیسی Speech Recognition with CMU Sphinx
کلمات کلیدی:
CMU Sphinx - Speech at CMU - Carnegie Mellon Universitywww.speech.cs.cmu.edu/sphinx/doc/Sphinx.htmlCMU Sphinx is a set of speech recognition development libraries and tools that can be linked in to speech-enable applications. The libraries and sample code ...People also askWhat is CMU Sphinx?What is kaldi?What is HTK?How does a voice recognition software work?FeedbackSpeech at CMUwww.speech.cs.cmu.edu/DARPA robust continuous speaker-independent speech recognition interface research Sphinx CMU SCS dictionary consortium wearable portable Informedia ...Training CMU Sphinx Speech Recognition - YouTubeVideo for Speech Recognition with CMU Sphinx▶ 13:47https://www.youtube.com/watch?v=IAHH6-t9jK0Feb 23, 2016 - Uploaded by Jason JensenTraining the open source speech recognition software - CMU Sphinx - can be a rather lengthy task. Not even ...CMU Sphinx Tutorial - YouTubeVideo for Speech Recognition with CMU Sphinx▶ 6:20https://www.youtube.com/watch?v=WiE_w48umugApr 26, 2013 - Uploaded by Tatpong AtWorkOpen Source Speech Recognition. ... CMU Sphinx Tutorial. Tatpong AtWork. Loading... Unsubscribe from ...SpeechRecognition 3.6.5 : Python Package Index - PyPIhttps://pypi.python.org/pypi/SpeechRecognition/Library for performing speech recognition, with support for several engines and APIs, online and offline. Speech recognition engine/API support: CMU Sphinx ...Searches related to Speech Recognition with CMU Sphinxcmusphinx tutorialcmu sphinx downloadcmu sphinx accuracysphinx speech recognition javacmu sphinx githubsphinx speech recognition pythoncmu sphinx androidcmu sphinx python
