Essentia is an open-source C++ library with Python bindings for audio analysis and audio-based music information retrieval. It contains an extensive collection of algorithms, including audio input/output functionality, standard digital signal processing blocks, statistical characterization of data, a large variety of spectral, temporal, tonal, and high-level music descriptors, and tools for inference with deep learning models. Designed with a focus on optimization in terms of robustness, computational speed, low memory usage, as well as flexibility, it is efficient for many industrial applications and allows fast prototyping and setting up research experiments very rapidly.
Website: https://essentia.upf.edu
Raw data
{
"_id": null,
"home_page": "http://essentia.upf.edu",
"name": "essentia-tensorflow",
"maintainer": null,
"docs_url": null,
"requires_python": null,
"maintainer_email": null,
"keywords": "audio music sound dsp MIR",
"author": "Dmitry Bogdanov",
"author_email": "dmitry.bogdanov@upf.edu",
"download_url": null,
"platform": "any",
"description": "\nEssentia is an open-source C++ library with Python bindings for audio analysis and audio-based music information retrieval. It contains an extensive collection of algorithms, including audio input/output functionality, standard digital signal processing blocks, statistical characterization of data, a large variety of spectral, temporal, tonal, and high-level music descriptors, and tools for inference with deep learning models. Designed with a focus on optimization in terms of robustness, computational speed, low memory usage, as well as flexibility, it is efficient for many industrial applications and allows fast prototyping and setting up research experiments very rapidly.\n\nWebsite: https://essentia.upf.edu\n",
"bugtrack_url": null,
"license": null,
"summary": "Library for audio and music analysis, description and synthesis, with TensorFlow support",
"version": "2.1b6.dev1389",
"project_urls": {
"Documentation": "http://essentia.upf.edu",
"Homepage": "http://essentia.upf.edu",
"Source Code": "https://github.com/MTG/essentia"
},
"split_keywords": [
"audio",
"music",
"sound",
"dsp",
"mir"
],
"urls": [
{
"comment_text": null,
"digests": {
"blake2b_256": "8afc92b4e18a4da0775a030d5bd0457eeb8df7372050095fd7473994fe585907",
"md5": "363e7053cb202da574fd2360e6d5dfd1",
"sha256": "5b41ef13e43d3a8ea2874cedebb1acdaa56628b5a8454e233df3f9c37f1bb48e"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp310-cp310-macosx_14_0_x86_64.whl",
"has_sig": false,
"md5_digest": "363e7053cb202da574fd2360e6d5dfd1",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": null,
"size": 141387095,
"upload_time": "2025-07-24T21:11:11",
"upload_time_iso_8601": "2025-07-24T21:11:11.309614Z",
"url": "https://files.pythonhosted.org/packages/8a/fc/92b4e18a4da0775a030d5bd0457eeb8df7372050095fd7473994fe585907/essentia_tensorflow-2.1b6.dev1389-cp310-cp310-macosx_14_0_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "dda74904594c367ddf1f457a057af0c42f595873b6b94e08579a325d85c8244c",
"md5": "2c6c398fee2e794ae3c89b9300238d55",
"sha256": "77ba35f39a53c0b3e92e3f10eebb5f619fe3f1a75edf750d276a2429dc36a738"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp310-cp310-macosx_15_0_arm64.whl",
"has_sig": false,
"md5_digest": "2c6c398fee2e794ae3c89b9300238d55",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": null,
"size": 115254974,
"upload_time": "2025-07-24T21:11:20",
"upload_time_iso_8601": "2025-07-24T21:11:20.659426Z",
"url": "https://files.pythonhosted.org/packages/dd/a7/4904594c367ddf1f457a057af0c42f595873b6b94e08579a325d85c8244c/essentia_tensorflow-2.1b6.dev1389-cp310-cp310-macosx_15_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "b3d70fc84a2e10d46dda23b46567850432add8a1c17d66a8a3319ecea5905f55",
"md5": "441971c0cab82a63c362a84163aa5865",
"sha256": "f9d1c1ee7f785c8fce294a1fd10ac4392b97ad01e2ad3142ba1e524c3420abc4"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "441971c0cab82a63c362a84163aa5865",
"packagetype": "bdist_wheel",
"python_version": "cp310",
"requires_python": null,
"size": 291537309,
"upload_time": "2025-07-24T21:11:36",
"upload_time_iso_8601": "2025-07-24T21:11:36.115226Z",
"url": "https://files.pythonhosted.org/packages/b3/d7/0fc84a2e10d46dda23b46567850432add8a1c17d66a8a3319ecea5905f55/essentia_tensorflow-2.1b6.dev1389-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "7385f82a6100d8d5a0789436b5d12f0d267f473cb7c43674695fb4bdb7aae336",
"md5": "e20d8fc3755760caee08463ece98ec21",
"sha256": "4d701d7eb8de4b385087d10b04b63348516c82943cf027de3aea8d173a6e615f"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp311-cp311-macosx_14_0_x86_64.whl",
"has_sig": false,
"md5_digest": "e20d8fc3755760caee08463ece98ec21",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": null,
"size": 141387095,
"upload_time": "2025-07-24T21:11:48",
"upload_time_iso_8601": "2025-07-24T21:11:48.006370Z",
"url": "https://files.pythonhosted.org/packages/73/85/f82a6100d8d5a0789436b5d12f0d267f473cb7c43674695fb4bdb7aae336/essentia_tensorflow-2.1b6.dev1389-cp311-cp311-macosx_14_0_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "946688795fd8affe129d7d1634cb1564823214c8650f43387619c472446d8e26",
"md5": "a46809716dbba938abd01cecf699d984",
"sha256": "b429d40fadb78ee4340cf1649a67c3fb1da45e46731e15299b7f15d58979c608"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp311-cp311-macosx_15_0_arm64.whl",
"has_sig": false,
"md5_digest": "a46809716dbba938abd01cecf699d984",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": null,
"size": 115255005,
"upload_time": "2025-07-24T21:11:57",
"upload_time_iso_8601": "2025-07-24T21:11:57.322936Z",
"url": "https://files.pythonhosted.org/packages/94/66/88795fd8affe129d7d1634cb1564823214c8650f43387619c472446d8e26/essentia_tensorflow-2.1b6.dev1389-cp311-cp311-macosx_15_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "f05f7283634ee1d5d195d75986adc98a2309fab2df121a4618f3826eb2073d29",
"md5": "f5aa5f661771a2addcca69bfae7c1440",
"sha256": "72d2d8d748e916df931fa561f284d9a47ad0f557351acfbdc952d4b4118c01b8"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "f5aa5f661771a2addcca69bfae7c1440",
"packagetype": "bdist_wheel",
"python_version": "cp311",
"requires_python": null,
"size": 291543635,
"upload_time": "2025-07-24T21:12:13",
"upload_time_iso_8601": "2025-07-24T21:12:13.880132Z",
"url": "https://files.pythonhosted.org/packages/f0/5f/7283634ee1d5d195d75986adc98a2309fab2df121a4618f3826eb2073d29/essentia_tensorflow-2.1b6.dev1389-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "f753365e1ffab712cfca9b54f82cedd8d3427a31e43b4f1096f8a69fd01441d5",
"md5": "45e8485cc24336355e9b916d0d5a79b6",
"sha256": "4d5e111d01e69a06f2cc797871c7979ac09f14ef3ae04bccf87dc9a6618fa957"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp312-cp312-macosx_14_0_x86_64.whl",
"has_sig": false,
"md5_digest": "45e8485cc24336355e9b916d0d5a79b6",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": null,
"size": 141387213,
"upload_time": "2025-07-24T21:12:25",
"upload_time_iso_8601": "2025-07-24T21:12:25.410734Z",
"url": "https://files.pythonhosted.org/packages/f7/53/365e1ffab712cfca9b54f82cedd8d3427a31e43b4f1096f8a69fd01441d5/essentia_tensorflow-2.1b6.dev1389-cp312-cp312-macosx_14_0_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "e3feebc4759d12b49ee7bfba79086bc06b55bff5fc172b21017d81c0c5a5957c",
"md5": "268d8a430502975a602a8668a048fb0d",
"sha256": "1a9740b3edea4259e362c0718f102113b36e9034b2db5caa874c4b4a0395f785"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp312-cp312-macosx_15_0_arm64.whl",
"has_sig": false,
"md5_digest": "268d8a430502975a602a8668a048fb0d",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": null,
"size": 115255073,
"upload_time": "2025-07-24T21:12:34",
"upload_time_iso_8601": "2025-07-24T21:12:34.694468Z",
"url": "https://files.pythonhosted.org/packages/e3/fe/ebc4759d12b49ee7bfba79086bc06b55bff5fc172b21017d81c0c5a5957c/essentia_tensorflow-2.1b6.dev1389-cp312-cp312-macosx_15_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "0d8ed32e6256e1897b36c4db635102ee0a340732d49611d657af72983c79f2ed",
"md5": "175c1f08e01270a3348bf4918e943437",
"sha256": "6812425191f47ac7a5c566484f86a67890d581977e4969d1af83dc2dbc1f56ee"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "175c1f08e01270a3348bf4918e943437",
"packagetype": "bdist_wheel",
"python_version": "cp312",
"requires_python": null,
"size": 291541743,
"upload_time": "2025-07-24T21:12:49",
"upload_time_iso_8601": "2025-07-24T21:12:49.987787Z",
"url": "https://files.pythonhosted.org/packages/0d/8e/d32e6256e1897b36c4db635102ee0a340732d49611d657af72983c79f2ed/essentia_tensorflow-2.1b6.dev1389-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "786ef47752cb9eb5ffd5ea7db4b28cc0ea3e78140c8a755253aacee5b1cb9c38",
"md5": "55e86338f0656167da5b1b988ebf5acc",
"sha256": "860676d7b05a9725fbd7a7bdd8fe7dc98051a6b057c6cbe11ed6cf521e4ead16"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp313-cp313-macosx_14_0_x86_64.whl",
"has_sig": false,
"md5_digest": "55e86338f0656167da5b1b988ebf5acc",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": null,
"size": 141387204,
"upload_time": "2025-07-24T21:13:01",
"upload_time_iso_8601": "2025-07-24T21:13:01.242916Z",
"url": "https://files.pythonhosted.org/packages/78/6e/f47752cb9eb5ffd5ea7db4b28cc0ea3e78140c8a755253aacee5b1cb9c38/essentia_tensorflow-2.1b6.dev1389-cp313-cp313-macosx_14_0_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "c7c07159a23a84b183ddfac6e53008617283c772a715a7007ebff58a121edafb",
"md5": "9ee1d96769b99dc3e92b8a541c97b091",
"sha256": "2a172f9eaf49a034e508ffc76d64c18f34e3a88944d721e8b00f7c1f56d89bd5"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp313-cp313-macosx_15_0_arm64.whl",
"has_sig": false,
"md5_digest": "9ee1d96769b99dc3e92b8a541c97b091",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": null,
"size": 115255077,
"upload_time": "2025-07-24T21:13:09",
"upload_time_iso_8601": "2025-07-24T21:13:09.900932Z",
"url": "https://files.pythonhosted.org/packages/c7/c0/7159a23a84b183ddfac6e53008617283c772a715a7007ebff58a121edafb/essentia_tensorflow-2.1b6.dev1389-cp313-cp313-macosx_15_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "5f533f98a2f55e9377982fe6b1358719dc3f87b5f01dde4dae1ef9c49c876206",
"md5": "5107562b3eea6c6b3db8b3c3c67c0f85",
"sha256": "6533aeeb16daf1c845f5becc2f7b1271f867c02899baafabb3f56a1aa4ce4a64"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "5107562b3eea6c6b3db8b3c3c67c0f85",
"packagetype": "bdist_wheel",
"python_version": "cp313",
"requires_python": null,
"size": 291541021,
"upload_time": "2025-07-24T21:13:25",
"upload_time_iso_8601": "2025-07-24T21:13:25.071873Z",
"url": "https://files.pythonhosted.org/packages/5f/53/3f98a2f55e9377982fe6b1358719dc3f87b5f01dde4dae1ef9c49c876206/essentia_tensorflow-2.1b6.dev1389-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "924f14867e7caee5c5555bbb9ae1e941476de6926c8d64551a56f14bc0fe1413",
"md5": "ab8c994b7133e1f8333fe3cb47f39190",
"sha256": "2b86cf22ef1c388bb7c50a6e8edaeef3c787f3e299758947662338f036357fad"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp39-cp39-macosx_14_0_x86_64.whl",
"has_sig": false,
"md5_digest": "ab8c994b7133e1f8333fe3cb47f39190",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": null,
"size": 141387367,
"upload_time": "2025-07-24T21:13:37",
"upload_time_iso_8601": "2025-07-24T21:13:37.320253Z",
"url": "https://files.pythonhosted.org/packages/92/4f/14867e7caee5c5555bbb9ae1e941476de6926c8d64551a56f14bc0fe1413/essentia_tensorflow-2.1b6.dev1389-cp39-cp39-macosx_14_0_x86_64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "caf5f29b7f8c0b1e14ba8cd94b6c163770062b6f9b69e5a1ccae1f3b9354ea12",
"md5": "7a931035a7823356b3abe3e718ddc7e2",
"sha256": "f8a87edc4883172c66590854290dfd6a1f1a478ea01f014d6a4d0fe3d14d904e"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp39-cp39-macosx_15_0_arm64.whl",
"has_sig": false,
"md5_digest": "7a931035a7823356b3abe3e718ddc7e2",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": null,
"size": 115255137,
"upload_time": "2025-07-24T21:13:46",
"upload_time_iso_8601": "2025-07-24T21:13:46.415600Z",
"url": "https://files.pythonhosted.org/packages/ca/f5/f29b7f8c0b1e14ba8cd94b6c163770062b6f9b69e5a1ccae1f3b9354ea12/essentia_tensorflow-2.1b6.dev1389-cp39-cp39-macosx_15_0_arm64.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "21c1302af923c626b90e4f5ef0cfae4a8f97cb65f00f8d8cb646cf797e72f696",
"md5": "48f4f858d3790ede7cbaed79cc7b68e2",
"sha256": "9dc799cc7d3c2368166edbfa8bc61feca7893711cbddeba21be15e4bfca95913"
},
"downloads": -1,
"filename": "essentia_tensorflow-2.1b6.dev1389-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"has_sig": false,
"md5_digest": "48f4f858d3790ede7cbaed79cc7b68e2",
"packagetype": "bdist_wheel",
"python_version": "cp39",
"requires_python": null,
"size": 291533369,
"upload_time": "2025-07-24T21:14:01",
"upload_time_iso_8601": "2025-07-24T21:14:01.623372Z",
"url": "https://files.pythonhosted.org/packages/21/c1/302af923c626b90e4f5ef0cfae4a8f97cb65f00f8d8cb646cf797e72f696/essentia_tensorflow-2.1b6.dev1389-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-07-24 21:11:11",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "MTG",
"github_project": "essentia",
"travis_ci": true,
"coveralls": false,
"github_actions": true,
"lcname": "essentia-tensorflow"
}
JSON
