Popular GitHub Repositories for Hidden Markov Model

Neural HMMs are all you need (for high-quality attention-free TTS)

Deep Markov Models

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Unsupervised Learning to Market Behavior Forecasting Example

Automatic speech recognition (ASR) for Indonesian language built by using HTK and Julius. Web interface is built using Node.js.

Hidden Markov Models in stock price forecasting.

Generative model based HMM model

HIdden Markov Models using C#

Automated polysomnography for experimental animal research

An(other) implementation of Explicit Duration Hidden Semi-Markov Models in Python 3

Goodness of Pronunciation Pipelines for OOV Removal

Sparse conditional hidden Markov model for weakly supervised NER

Automatic Speech Recognition (ASR) system was implemented using the HMM toolkit for building HMM model using training data. Then, this trained HMM Model was used for recognising words and results revealed that 80.02% accuracy for Phoneme Level Acoustic Model and 79.36% accuracy for word Level Acoustic Model. This developed system can be used by developers and researchers who are interested in speech recognition for language and any other related Indian languages.

Th? nghi?m m?t s? m? hình gi?i quy?t bài toán nh?n d?ng th?c th? tên ti?ng Vi?t

Hidden Markov Model (HMM) implementation for Named Entity Recognition (NER) task

Jax Parallel Implementation of Variational Hidden Markov Model