Forced Phonetic Alignment by Neural Network Integration of Kaldi's nnet2 deep neural networks into the Montreal Forced Aligner, permitting the automatic forced alignment of speech audio and a corresponding transcript in time using a Deep Neural Network-Hidden Markov Model architecture. GitHub | The Montreal Forced Aligner |
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GMM Voice Recognizer A text-independent speaker-identification system based on Gaussian Mixture Models and Mel-Frequency Cepstral Coefficients, implemented in Python. Live link | GitHub |
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SMS Stylometry Detector A tool that takes as input a SMS-style text message and tries to predict the dialect of English that was used to write it using recurrent neural networks supplemented with data from Google Trends. GitHub |
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NLP Examples A set of scripts to accomplish common NLP tasks, such as positive/negative sentiment classification and use of neural networks to classify vowels based on their formant measurements. Some may be toy-sized. GitHub |
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Where is the Blue Planet? A web interface providing a visual representation of the Earth and Moon's current position in their orbits according to real-time data, implemented in HTML/CSS/Javascript/JQuery. Live link |