http://asymptoticlabs.com/enContents © 2022 <a href="mailto:quidditymaster@gmail.com">Tim Anderton</a> Wed, 31 Aug 2022 21:28:18 GMTNikola (getnikola.com)http://blogs.law.harvard.edu/tech/rsshttp://asymptoticlabs.com/posts/extracting-phonemes.htmlTim Anderton<div tabindex="-1" id="notebook" class="border-box-sizing"> <div class="container" id="notebook-container"> <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt"> </div> <div class="inner_cell"> <div class="text_cell_render border-box-sizing rendered_html"> <h2 id="Extracting-Phonemes-From-Speech-Samples">Extracting Phonemes From Speech Samples<a class="anchor-link" href="http://asymptoticlabs.com/posts/extracting-phonemes.html#Extracting-Phonemes-From-Speech-Samples">¶</a></h2><p>My best single model for the recent <a href="https://www.kaggle.com/c/tensorflow-speech-recognition-challenge"> speech recognition </a> kaggle competition. Was a model based on the idea of extracting a probabilistic map of the phonemes present in a particular speech sample and to then using that phoneme map as a feature set to predict the word.</p> <p>The dataset provided consists of examples of 30 different words with one word appearing in each 1 second sample. Since there is no phonetic information provided other than which word is which the first step was to turn each word into a phonetic spelling.</p> <p><a href="http://asymptoticlabs.com/posts/extracting-phonemes.html">Read more…</a> (24 min remaining to read)</p></div></div></div></div></div></body></html> audioneural networksphonemesspeechhttp://asymptoticlabs.com/posts/extracting-phonemes.htmlWed, 24 Jan 2018 17:37:19 GMT