{ "info": { "author": "Daniel Penalva", "author_email": "dkajah@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 2 - Pre-Alpha", "Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Other Audience", "Intended Audience :: Religion", "Intended Audience :: Science/Research", "Intended Audience :: Telecommunications Industry", "Programming Language :: Python :: 2", "Topic :: Artistic Software", "Topic :: Multimedia :: Sound/Audio :: Editors", "Topic :: Multimedia :: Sound/Audio :: Mixers", "Topic :: Multimedia :: Sound/Audio :: Sound Synthesis", "Topic :: Multimedia :: Sound/Audio :: Speech", "Topic :: Other/Nonlisted Topic", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Scientific/Engineering :: Physics", "Topic :: Scientific/Engineering :: Visualization", "Topic :: Text Processing", "Topic :: Text Processing :: Linguistic" ], "description": "# Audio Models Stattus4\nAudio Models and statistical tools used in Devs for Stattus4 Start-Up of Water Wasting Detection\n\nNote: this is a Alpha Version.\n\n## Statistical Analysis\n\n## Filtering\n\n### Spectral\n\n### Inverse Filtering\n\n- Inverse Filtering with Tensorflow Optimization and Stochastic Gradient Descent\n\n## Audio Deep Learning\n\n- Deep Neural Networks for Tagging Audio based on binary tagged database using Audio Features Models.\n- TODO: Road-Map Milestones:\n - 0. Implementar unidades.\n - 1. escolher um conjunto de parametros (tamanho de filtro da convolu\u00e7\u00e3o, n\u00famero de layers, tamanho do batch de dados por atualiza\u00e7\u00e3o da apredizagem).\n - 2. Valida\u00e7\u00e3o do funcionamento do modelo com poucos dados triviais (ruido de duas frequencias diferentes a principio). Overfit **Aqui**\n - 3. Cross-validation.\n - 4. Check-pointing.\n - 5. Neural Network Selection Criteria.\n\n## Installation\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://bitbucket.org/dpenalva/stattus4-audio-models/src/master/", "keywords": "physics,music,synthesis,psychophysics,symmetry,change ringing,campanology,group theory,toolbox,musical composition,art,artistic creation,experimental music,contemporary music,synthesizer,PCM,audio,sound,acoustics,signal processing,multimedia,psychoactive,rotation,permutation,mirror,speech,singing,speech synthesis,numpy,sonic art,hifi,hi-fi,noise,high fidelity,hyper-fidelity,LUT,vibrato,tremolo,AM,FM,ADSR,HRTF,spatialization,spatial location", "license": "", "maintainer": "", "maintainer_email": "", "name": "audiomodels", "package_url": "https://pypi.org/project/audiomodels/", "platform": "", "project_url": "https://pypi.org/project/audiomodels/", "project_urls": { "Documentation": 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