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melody extraction, speech recognition, speech synthesis, music generation, speech&audio content understanding and reasoning, codec&speech language model
Neural-Codec-and-Speech-Language-Models. Awesome Neural Codec Models, Text-to-Speech Synthesizers & Speech Language Models
246SIMM-for-Melody-Extraction. Separate the lead from the accompaniment and automatic extraction of the main melody in polyphonic audio music excerpts, in Python/Numpy
10Neural-Homomorphic-Vocoder. Unofficial implementation of the paper "Neural Homomorphic Vocoder" (Interspeech 2020)
8data-science-ipython-notebooks. Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
7tensorflow_cookbook. Code for Tensorflow Machine Learning Cookbook
6vocos. Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
6DeepLearningBook. MIT Deep Learning Book in PDF format
6MelodyExtraction-MCDNN. ISMIR2016: Melody extraction on vocal segments using multi-column deep neural networks
5ZFF-Melody-Extraction. Enhanced Harmonic Content and Vocal Note Based Predominant Melody Extraction from Vocal Polyphonic Music Signals_2016
4Machine-Learning-Evaluation-Metrics. R
2reproduce-audio-research. List of Reproducible Audio Research Papers
2Natural-Language-Processing. 自然语言处理
1DeepLearningTutorials. Deep Learning Tutorial notes and code. See the wiki for more info. http://deeplearning.net/tutorial
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