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基于HMM的和弦生成工具(支持基于OpenGL的GPU加速)
Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/FM/FFM)的原理讲解与python和类库实现
Android MARY TTS - an open-source, offline HMM-Based text-to-speech synthesis system based on MaryTTS
Traditional ASR (Signal & Cepstral Analysis, DTW, HMM) & DNNs (Custom Models + DeepSpeech) on Indian Accent Speech
Tutorials and my solutions to the Udacity NLP Nanodegree
Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types of probablistic models.
code for unsupervised learning Neural Hidden Markov Models paper
使用Python进行自然语言处理相关实践,如新词发现,主题模型,隐马尔模型词性标注,Word2Vec,情感分析
Supplementary information and code for INTERSPEECH 2018 paper: Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions
Full Bayesian Inference for Hidden Markov Models