NCRFpp
speech-music-detection
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NCRFpp | speech-music-detection | |
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1 | 1 | |
1,877 | 91 | |
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0.0 | 0.0 | |
almost 2 years ago | about 1 year ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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NCRFpp
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Speech and Language Processing (3rd ed. draft)
They still talk about Hidden Markov Models (HMMs) in quite a bit of detail in the sequence labelling chapter, but you are quite right, Conditional Random Fields (CRFs) and especially neural network based CRFs are in the top rankings when it comes to named entity recognition (NER) and part-of-speech tagging (POS), e.g. see https://github.com/jiesutd/NCRFpp.
speech-music-detection
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Kann man die Musik eines bestimmten Radiosenders ersetzen, aber die Moderation behalten?
Obwohl ... wenn da sogar Python-Wrapper existeren (z.B. das hier: https://github.com/qlemaire22/speech-music-detection ) dann ist es womglich doch nicht so super schwer.
What are some alternatives?
zshot - Zero and Few shot named entity & relationships recognition
librosa - Python library for audio and music analysis
seqeval - A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
speech-emotion-recognition - A program that uses neural networks to detect emotions from pre-recorded and real-time speech
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
MenstruatioNN - LSTM to predict menstruation and menstrual cycles.
thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
SimpNet-Deep-Learning-in-a-Shader - A trainable convolutional neural network inside a fragment shader
nn-morse - Decode morse using a neural network
pytorch-partial-crf - CRF, Partial CRF and Marginal CRF in PyTorch
fps_highlights - Make beautiful highlights from FPS vidéos