{ "info": { "author": "Andre Anjos", "author_email": "andre.anjos@idiap.ch", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Framework :: Bob", "Intended Audience :: Developers", "License :: OSI Approved :: BSD License", "Natural Language :: English", "Programming Language :: Python", "Programming Language :: Python :: 3", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": ".. vim: set fileencoding=utf-8 :\n.. Sat 13 Aug 2016 00:24:52 CEST\n\n.. image:: https://img.shields.io/badge/docs-v2.1.13-orange.svg\n :target: https://www.idiap.ch/software/bob/docs/bob/bob.ap/v2.1.13/index.html\n.. image:: https://gitlab.idiap.ch/bob/bob.ap/badges/v2.1.13/pipeline.svg\n :target: https://gitlab.idiap.ch/bob/bob.ap/commits/v2.1.13\n.. image:: https://gitlab.idiap.ch/bob/bob.ap/badges/v2.1.13/coverage.svg\n :target: https://gitlab.idiap.ch/bob/bob.ap/commits/v2.1.13\n.. image:: https://img.shields.io/badge/gitlab-project-0000c0.svg\n :target: https://gitlab.idiap.ch/bob/bob.ap\n\n\n========================\nAudio Processing for Bob\n========================\n\nThis package is part of the signal-processing and machine learning toolbox\nBob_. It contains basic audio processing utilities. Currently, the following cepstral-based features are available:\nusing rectangular (RFCC), mel-scaled triangular (MFCC) [Davis1980]_, inverted mel-scaled triangular (IMFCC),\nand linear triangular (LFCC) filters [Furui1981]_, spectral flux-based features (SSFC) [Scheirer1997]_,\nsubband centroid frequency (SCFC) [Le2011]_. We are planning to update and add more features in the\nnear future.\n\n*Please note that the implementation of MFCC and LFCC features has changed compared to an earlier version of the package,\nas we corrected pre-emphasis and DCT computations. Delta and delta-delta computations were slightly changed too.*\n\nInstallation\n------------\n\nComplete Bob's `installation`_ instructions. Then, to install this package,\nrun::\n\n $ conda install bob.ap\n\n\nContact\n-------\n\nFor questions or reporting issues to this software package, contact our\ndevelopment `mailing list`_.\n\n.. [Davis1980] S. Davis and P. Mermelstein, \"Comparison of parametric representations for monosyllabic\n word recognition in continuously spoken sentences\", in IEEE Transactions on Acoustics, Speech, and Signal Processing,\n 1980, num 4, vol. 28, pages 357-366.\n.. [Furui1981] S. Furui, Cepstral analysis technique for automatic speaker verification, in\n IEEE Transactions on Acoustics, Speech, and Signal Processing, 1981, num 2 vol 29, pages 254-272.\n.. [Scheirer1997] E. Scheirer and M. Slaney, Construction and evaluation of a robust multifeature speech/music discriminator,\n in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, 1997, vol 2, pages 1331-1334.\n.. [Le2011] P. N. Le, E. Ambikairajah, J. Epps, V. Sethu, E. H. C. Choi, Investigation of Spectral Centroid Features for Cognitive Load Classification,\n in Speech Commun., April, 2011, num 4, vol 53, pages 540--551.\n\n.. Place your references here:\n.. _bob: https://www.idiap.ch/software/bob\n.. _installation: https://www.idiap.ch/software/bob/install\n.. _mailing list: https://www.idiap.ch/software/bob/discuss\n\n\n", "description_content_type": "", "docs_url": "https://pythonhosted.org/bob.ap/", "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://gitlab.idiap.ch/bob/bob.ap", "keywords": "", "license": "BSD", "maintainer": "", "maintainer_email": "", "name": "bob.ap", "package_url": "https://pypi.org/project/bob.ap/", "platform": "", "project_url": "https://pypi.org/project/bob.ap/", "project_urls": { "Homepage": "https://gitlab.idiap.ch/bob/bob.ap" }, "release_url": "https://pypi.org/project/bob.ap/2.1.13/", "requires_dist": null, "requires_python": "", "summary": "Bob's audio processing utilities", "version": "2.1.13", "yanked": false, "yanked_reason": null }, "last_serial": 11873356, "releases": { "2.0.0": [ { "comment_text": "", "digests": { "md5": "1b80535320e9b44b110605a0038a1c13", "sha256": "c039de38206216f1daec643ea8a79c1ef20136b840b6eb0f824e9ff27910a5a8" }, "downloads": -1, "filename": "bob.ap-2.0.0.zip", "has_sig": false, "md5_digest": "1b80535320e9b44b110605a0038a1c13", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 81894, "upload_time": "2014-12-11T12:27:48", "upload_time_iso_8601": "2014-12-11T12:27:48.440680Z", "url": "https://files.pythonhosted.org/packages/9e/e2/5e15517528b851b302797415d966969a65645d1a56052448e031894cbb74/bob.ap-2.0.0.zip", "yanked": false, "yanked_reason": null } ], "2.0.0a0": [], "2.0.0b1": [ { "comment_text": "", "digests": { "md5": "a750513c85438737a63975e8d319af3a", "sha256": "33d7329cfd9de93177879fbb1decc5349fc37ac2a6ac1eadbeca833ea76f1d46" }, "downloads": -1, "filename": "bob.ap-2.0.0b1.zip", "has_sig": false, "md5_digest": "a750513c85438737a63975e8d319af3a", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 82078, "upload_time": "2014-11-06T15:29:31", "upload_time_iso_8601": "2014-11-06T15:29:31.240267Z", "url": "https://files.pythonhosted.org/packages/5d/1f/feefa854b476654803a2219f35cef4d21cdc2e495ea149e2360f51f06c80/bob.ap-2.0.0b1.zip", "yanked": false, "yanked_reason": null } ], "2.0.1": [ { "comment_text": "", "digests": { "md5": "bd6f89c496856c0dffb49faf8425eb5f", "sha256": "fc5d1175b4c8989ce118212cc622eb221e1a21dda8fa951bf2527c0de288ae1f" }, "downloads": -1, "filename": "bob.ap-2.0.1.zip", "has_sig": false, "md5_digest": "bd6f89c496856c0dffb49faf8425eb5f", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 82016, "upload_time": "2015-01-23T11:22:36", "upload_time_iso_8601": "2015-01-23T11:22:36.457561Z", "url": "https://files.pythonhosted.org/packages/a9/ad/593a7853ce068243ba6be7e148019cb940b342acdb6fffbcf8031b731d87/bob.ap-2.0.1.zip", "yanked": false, "yanked_reason": null } ], "2.0.2": [ { "comment_text": "", "digests": { "md5": "bd2ebe1ecbd708301bc915fc0cb4f984", "sha256": "286b5242a79ff0c34f21f4b331dddbae83eec54dc86c121b88e48ab650518dfe" }, "downloads": -1, "filename": "bob.ap-2.0.2.zip", "has_sig": false, "md5_digest": "bd2ebe1ecbd708301bc915fc0cb4f984", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 82093, "upload_time": "2015-02-27T10:18:22", "upload_time_iso_8601": "2015-02-27T10:18:22.226677Z", "url": "https://files.pythonhosted.org/packages/5c/08/f11ac2c5652d75b7e4abf64d5ffd03b9f7e936df4ae47c4ab7081e406778/bob.ap-2.0.2.zip", "yanked": false, "yanked_reason": null } ], "2.0.3": [ { "comment_text": "", "digests": { "md5": "251b0c9c3b5ea7ea18b2ff0bae5c4ed1", "sha256": "d887cb5033f4bb807cdb6f1ea9134b6952aedc0e698c83f857a6b291081ef8ac" }, "downloads": -1, "filename": "bob.ap-2.0.3.zip", "has_sig": false, "md5_digest": "251b0c9c3b5ea7ea18b2ff0bae5c4ed1", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 81477, "upload_time": "2015-06-16T10:35:12", "upload_time_iso_8601": "2015-06-16T10:35:12.328890Z", "url": "https://files.pythonhosted.org/packages/a8/16/69be42995f20da8fe56c71312b8b4ca731a252cc6a2ce4e9ce8ffe767023/bob.ap-2.0.3.zip", "yanked": false, "yanked_reason": null } ], "2.0.4": [ { "comment_text": "", "digests": { "md5": "49f89a84c3c2cb20aa0ffa49d39415a7", "sha256": "ac6f5326cba0dd1b51a4de8d8c6e72d3ca4ba0783bf70cbfdd04643d0841e5b3" }, "downloads": -1, "filename": "bob.ap-2.0.4.zip", "has_sig": false, "md5_digest": "49f89a84c3c2cb20aa0ffa49d39415a7", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 81253, "upload_time": "2015-11-26T13:33:16", "upload_time_iso_8601": "2015-11-26T13:33:16.290569Z", "url": "https://files.pythonhosted.org/packages/1a/7d/f6edfee6b7ab95dbf9d7a80052f2835e0b1b3b0421be87a9cf0ebf5a5037/bob.ap-2.0.4.zip", "yanked": false, "yanked_reason": null } ], "2.0.5": [ { "comment_text": "", "digests": { "md5": "fcef405964e88b85fbcaee7ff2210428", "sha256": "7bb4e8f36d8c52b9eb5a96b7d91748c0e9d788fc0ffd4e2348afe88b2bebf18e" }, "downloads": -1, "filename": "bob.ap-2.0.5.zip", "has_sig": false, "md5_digest": "fcef405964e88b85fbcaee7ff2210428", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 81240, "upload_time": "2016-05-03T14:17:10", "upload_time_iso_8601": "2016-05-03T14:17:10.467830Z", "url": "https://files.pythonhosted.org/packages/9d/a5/6b76fe44d5d81463aacf6a90f9617bf36f40c320047cec7db65a5ab0bd3a/bob.ap-2.0.5.zip", "yanked": false, "yanked_reason": null } ], "2.1.0": [ { "comment_text": "", "digests": { "md5": "83ffc84939b089fbc6b99792975d4599", "sha256": "25148bb3b03d12f479700537b3a14ff978b9443c5ac3939f6060cec29f12fc8d" }, "downloads": -1, "filename": "bob.ap-2.1.0.zip", "has_sig": false, "md5_digest": "83ffc84939b089fbc6b99792975d4599", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 90340, "upload_time": "2016-09-26T15:03:06", "upload_time_iso_8601": "2016-09-26T15:03:06.643627Z", "url": "https://files.pythonhosted.org/packages/07/d1/eaa0807a7f6a5218948b05c02ef6381a0defdb4a185b6a6806f4b3936131/bob.ap-2.1.0.zip", "yanked": false, "yanked_reason": null } ], "2.1.1": [ { "comment_text": "", "digests": { "md5": "ca260ad6e655d48d6d4f4cbd386a905d", "sha256": "98713281499f697fb14c0145427d4066c960b2c212451af5e076601af21c4fb7" }, "downloads": -1, "filename": "bob.ap-2.1.1.zip", "has_sig": false, "md5_digest": "ca260ad6e655d48d6d4f4cbd386a905d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 90744, "upload_time": "2016-10-12T15:58:17", "upload_time_iso_8601": "2016-10-12T15:58:17.731727Z", "url": "https://files.pythonhosted.org/packages/61/d5/012bf283fd3d4abe48bb759c93734df65d503c815959e2a82d3466d58e2d/bob.ap-2.1.1.zip", "yanked": false, "yanked_reason": null } ], "2.1.10": [ { "comment_text": "", "digests": { "md5": "bdd5c29c2359b4af289a0d37e61bda36", "sha256": "77eb4b0a8bdc0faa5cd8acc159df78a0075df5ca6080535f303c020326b62f8b" }, "downloads": -1, "filename": "bob.ap-2.1.10.zip", "has_sig": false, "md5_digest": "bdd5c29c2359b4af289a0d37e61bda36", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88755, "upload_time": "2020-02-14T18:55:31", "upload_time_iso_8601": "2020-02-14T18:55:31.318053Z", "url": "https://files.pythonhosted.org/packages/22/e2/068ee8d9f13451f8ca0c34c9c03cecffa6f577a14d6e9b24e65f2b752d9c/bob.ap-2.1.10.zip", "yanked": false, "yanked_reason": null } ], "2.1.11": [ { "comment_text": "", "digests": { "md5": "6c0684231b8d1227adaa21c4fd8ea938", "sha256": "3a29d518f037cf508802ed3b4ffebfeb148473870956c9488ee08fc84dc0bca6" }, "downloads": -1, "filename": "bob.ap-2.1.11.zip", "has_sig": false, "md5_digest": "6c0684231b8d1227adaa21c4fd8ea938", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88640, "upload_time": "2020-10-01T16:48:16", "upload_time_iso_8601": "2020-10-01T16:48:16.000290Z", "url": "https://files.pythonhosted.org/packages/e5/a1/80532db351982fc0fae1a21667cef3b04fc816f87bd39c35eb67eac21a26/bob.ap-2.1.11.zip", "yanked": false, "yanked_reason": null } ], "2.1.12": [ { "comment_text": "", "digests": { "md5": "52307a548414496156bd187a8823c12b", "sha256": "4d3eaeba2a1004d38c19f297305b5bcd8c62dfbe12c47554f0529bb2886b1fe7" }, "downloads": -1, "filename": "bob.ap-2.1.12.zip", "has_sig": false, "md5_digest": "52307a548414496156bd187a8823c12b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88617, "upload_time": "2021-04-13T14:10:10", "upload_time_iso_8601": "2021-04-13T14:10:10.025338Z", "url": "https://files.pythonhosted.org/packages/03/f3/74044156764d8f460ec18ea2739fd50f4efda21b8d1f095b4542ce9bf54b/bob.ap-2.1.12.zip", "yanked": false, "yanked_reason": null } ], "2.1.13": [ { "comment_text": "", "digests": { "md5": "de7a28438b060e15102c9e640d10f586", "sha256": "6b3a1e408429d28adb6f2b1449a7490979c47f371b6e200622b89d78848b4efb" }, "downloads": -1, "filename": "bob.ap-2.1.13.zip", "has_sig": false, "md5_digest": "de7a28438b060e15102c9e640d10f586", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88512, "upload_time": "2021-10-29T20:23:48", "upload_time_iso_8601": "2021-10-29T20:23:48.350052Z", "url": "https://files.pythonhosted.org/packages/32/d1/31546bedbf1e9f6153121b8d31e5084338118b59be59789e2a375e18bf2a/bob.ap-2.1.13.zip", "yanked": false, "yanked_reason": null } ], "2.1.2": [ { "comment_text": "", "digests": { "md5": "44fcaaeeda7b02ab23b8b409a7a909eb", "sha256": "20203db6289f08abe143414ea837a546f7052662a198e5a2197210a8e9a94e53" }, "downloads": -1, "filename": "bob.ap-2.1.2.zip", "has_sig": false, "md5_digest": "44fcaaeeda7b02ab23b8b409a7a909eb", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 90620, "upload_time": "2017-02-14T12:31:59", "upload_time_iso_8601": "2017-02-14T12:31:59.981570Z", "url": "https://files.pythonhosted.org/packages/b9/63/07249a3be4ebf703936f88a85978b6b292a3fa13038e6acfd1d8589b3052/bob.ap-2.1.2.zip", "yanked": false, "yanked_reason": null } ], "2.1.3": [ { "comment_text": "", "digests": { "md5": "c33edfec22298a864cc557a61d4a4ff1", "sha256": "e29def9c22b1d47578a6e40fd1246377fc43ed3fcf0533608a517569ada692e4" }, "downloads": -1, "filename": "bob.ap-2.1.3.zip", "has_sig": false, "md5_digest": "c33edfec22298a864cc557a61d4a4ff1", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 90648, "upload_time": "2017-03-09T13:17:01", "upload_time_iso_8601": "2017-03-09T13:17:01.996210Z", "url": "https://files.pythonhosted.org/packages/48/7a/5000632c71674c5167ab4ba5b9f75ed74a65922401a98c9e4894330bee17/bob.ap-2.1.3.zip", "yanked": false, "yanked_reason": null } ], "2.1.4": [ { "comment_text": "", "digests": { "md5": "dcfca0288f885d7fd68a2d1e10e3428c", "sha256": "8a2073f7e51a0b369c1ab9bb6e918d155148f43c37e833393c58d8f8adc322de" }, "downloads": -1, "filename": "bob.ap-2.1.4.zip", "has_sig": false, "md5_digest": "dcfca0288f885d7fd68a2d1e10e3428c", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 87687, "upload_time": "2017-06-01T17:14:48", "upload_time_iso_8601": "2017-06-01T17:14:48.808785Z", "url": "https://files.pythonhosted.org/packages/d9/4c/286c7dd6de7d48e7bc81310a049f14bb086bc672b34d029b0704a905d998/bob.ap-2.1.4.zip", "yanked": false, "yanked_reason": null } ], "2.1.5": [ { "comment_text": "", "digests": { "md5": "ec43c01aa8b76df24dc78903c0b23482", "sha256": "26a5c15dc74080fa0046304d51645e8ae6fa5f38c07794d21436646cc6b475e6" }, "downloads": -1, "filename": "bob.ap-2.1.5.zip", "has_sig": false, "md5_digest": "ec43c01aa8b76df24dc78903c0b23482", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 87627, "upload_time": "2017-09-15T12:29:25", "upload_time_iso_8601": "2017-09-15T12:29:25.611678Z", "url": "https://files.pythonhosted.org/packages/55/f9/9e8915f69b317c77ee06b8de4fdd0e4083f4fb82bf8ba9e3ac5d91b3fae7/bob.ap-2.1.5.zip", "yanked": false, "yanked_reason": null } ], "2.1.6": [ { "comment_text": "", "digests": { "md5": "48f9aba6f62f0e2bffacb5928f8a7406", "sha256": "9a1af4088313c70ac8605e088e55cf3489b371226d39ebe91c2177a52c43aa9c" }, "downloads": -1, "filename": "bob.ap-2.1.6.zip", "has_sig": false, "md5_digest": "48f9aba6f62f0e2bffacb5928f8a7406", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 87545, "upload_time": "2018-04-10T19:14:13", "upload_time_iso_8601": "2018-04-10T19:14:13.911540Z", "url": "https://files.pythonhosted.org/packages/d2/9b/ecf55f8af90fc918bbfe148baaa81eec272a80c2523282bfc30a3de668f2/bob.ap-2.1.6.zip", "yanked": false, "yanked_reason": null } ], "2.1.7": [ { "comment_text": "", "digests": { "md5": "e3d9426d47d13f9e589c3d81cbe85309", "sha256": "962476679a70f8afb7f69216027cd102caf33a63c81f5ddee87da2c4bfcc93c7" }, "downloads": -1, "filename": "bob.ap-2.1.7.zip", "has_sig": false, "md5_digest": "e3d9426d47d13f9e589c3d81cbe85309", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 87547, "upload_time": "2018-07-17T16:42:43", "upload_time_iso_8601": "2018-07-17T16:42:43.316561Z", "url": "https://files.pythonhosted.org/packages/79/fd/843423ea5bd80d1f91a3027739bfc2d0d539543f33dc1693af48b27ebf6b/bob.ap-2.1.7.zip", "yanked": false, "yanked_reason": null } ], "2.1.8": [ { "comment_text": "", "digests": { "md5": "89a16daf54dd74faa226939fa46a6cee", "sha256": "3e702dba99a4a890acaa240479b8277d94c1f6e66c49327a96dcdecd55bca54d" }, "downloads": -1, "filename": "bob.ap-2.1.8.zip", "has_sig": false, "md5_digest": "89a16daf54dd74faa226939fa46a6cee", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88648, "upload_time": "2019-06-19T18:44:13", "upload_time_iso_8601": "2019-06-19T18:44:13.264517Z", "url": "https://files.pythonhosted.org/packages/a3/d2/f1101244eee8bf2994fbcbfa54ee50fbfc1125658955028df33b4c6f6fb6/bob.ap-2.1.8.zip", "yanked": false, "yanked_reason": null } ], "2.1.9": [ { "comment_text": "", "digests": { "md5": "e5eba6450f555b53585f6627b353f7c7", "sha256": "298877794f4bfa7df008cae47a094d9726fb25e11cf6e4deac8a7e6f3a539a84" }, "downloads": -1, "filename": "bob.ap-2.1.9.zip", "has_sig": false, "md5_digest": "e5eba6450f555b53585f6627b353f7c7", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88648, "upload_time": "2019-10-28T19:16:33", "upload_time_iso_8601": "2019-10-28T19:16:33.352950Z", "url": "https://files.pythonhosted.org/packages/f2/85/0f4a7b44c292fc2d3cc9e6cf643af3964dcf178c2ac005bfe5c7738db488/bob.ap-2.1.9.zip", "yanked": false, "yanked_reason": null } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "de7a28438b060e15102c9e640d10f586", "sha256": "6b3a1e408429d28adb6f2b1449a7490979c47f371b6e200622b89d78848b4efb" }, "downloads": -1, "filename": "bob.ap-2.1.13.zip", "has_sig": false, "md5_digest": "de7a28438b060e15102c9e640d10f586", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 88512, "upload_time": "2021-10-29T20:23:48", "upload_time_iso_8601": "2021-10-29T20:23:48.350052Z", "url": "https://files.pythonhosted.org/packages/32/d1/31546bedbf1e9f6153121b8d31e5084338118b59be59789e2a375e18bf2a/bob.ap-2.1.13.zip", "yanked": false, "yanked_reason": null } ], "vulnerabilities": [] }