Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-sources
Lists of libraries, blog, book and more that are found useful.
https://github.com/Tomlevron/awesome-sources
- Audio labeling guide for audicity
- Audio fingerprinting
- Freezam - like Audio Recognition Algorithm.
- AudioSearch - Strength Audio Search Algorithm](https://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf)"
- kaggle Bird audio detection 1st place solution
- Introduction to Audio Classification with Deep Neural Networks - of-the-art.
- music informatio nretrieval
- Plotly
- CleanLab
- Dataclasses JSON
- loguru
- dataclasses - defined classes. It was originally described in PEP 557.
- ClearML - Auto-Magical Suite of tools to streamline your ML workflow Experiment Manager, ML-Ops and Data-Management. [Doc](https://allegro.ai/clearml/docs/).
- Librosa
- Asteroid - based audio source separation toolkit for researchers [Asteroid-github](https://github.com/asteroid-team/asteroid).
- Pyroomacoustics
- pyAudioAnalysis
- Python for Scientific Audio
- noise reduce
- Auditok - line program or by calling its API
- Deep Learning for Music (DL4M) - exhaustive list of scientific articles on deep learning for music: summary (Article title, pdf link and code), details (table - more info), details (bib - all info)
- Label Studio - domain).
- Label Audio for Deep Learning
- Bird recognition - review of useful resources - bird songs & calls
- Lidar
- LaserChicicken
- Awesome Machine Learning
- How the Vision Transformer (ViT) works in 10 minutes
- Lil'Log
- Attention? Attention!
- UvA Deep Learning Tutorials!
- Vision Transformers from Scratch (PyTorch): A step-by-step guide - by-step guide.
- Multi-head attention mechanism
- Illustrated: Self-Attention
- VISION TRANSFORMERS (VIT)
- Colab geart ViT tutorial
- Transformers Everywhere - Patch Encoding Technique for Vision Transformers(ViT) Explained
- Deep Learning Visuals patch embbeding
- Pytorch book
- Nice ViT summry
- Implementing Vision Transformer (ViT) in PyTorch
- The Illustrated Transformer
- Vision Transformers (ViT) in Image Recognition – 2022 Guide
- Google I BLOG ABOT TOKENS
Programming Languages
Keywords
python
6
machine-learning
4
audio
4
deep-learning
3
audio-data
3
awesome-list
2
deep-neural-networks
2
deeplearning
2
signal-processing
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json
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dataclasses
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ai
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clearml
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control
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devops
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experiment
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experiment-manager
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k8s
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audio-recognition-algorithm
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database
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fingerprints
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fourier-transform
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postgresql
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lists
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music-information-retrieval
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resources
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unicorns
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bird-detection
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bird-recognition
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