{
    "name": "Genre Discogs400",
    "type": "Music genre classification",
    "link": "https://essentia.upf.edu/models/classification-heads/genre_discogs400/genre_discogs400-discogs-effnet-1.pb",
    "version": "1",
    "description": "Prediction of 400 music styles in the from the Discogs taxonomy",
    "author": "Pablo Alonso",
    "email": "pablo.alonso@upf.edu",
    "release_date": "2023-05-04",
    "framework": "tensorflow",
    "framework_version": "2.8.0",
    "classes": [
        "Blues---Boogie Woogie",
        "Blues---Chicago Blues",
        "Blues---Country Blues",
        "Blues---Delta Blues",
        "Blues---Electric Blues",
        "Blues---Harmonica Blues",
        "Blues---Jump Blues",
        "Blues---Louisiana Blues",
        "Blues---Modern Electric Blues",
        "Blues---Piano Blues",
        "Blues---Rhythm & Blues",
        "Blues---Texas Blues",
        "Brass & Military---Brass Band",
        "Brass & Military---Marches",
        "Brass & Military---Military",
        "Children's---Educational",
        "Children's---Nursery Rhymes",
        "Children's---Story",
        "Classical---Baroque",
        "Classical---Choral",
        "Classical---Classical",
        "Classical---Contemporary",
        "Classical---Impressionist",
        "Classical---Medieval",
        "Classical---Modern",
        "Classical---Neo-Classical",
        "Classical---Neo-Romantic",
        "Classical---Opera",
        "Classical---Post-Modern",
        "Classical---Renaissance",
        "Classical---Romantic",
        "Electronic---Abstract",
        "Electronic---Acid",
        "Electronic---Acid House",
        "Electronic---Acid Jazz",
        "Electronic---Ambient",
        "Electronic---Bassline",
        "Electronic---Beatdown",
        "Electronic---Berlin-School",
        "Electronic---Big Beat",
        "Electronic---Bleep",
        "Electronic---Breakbeat",
        "Electronic---Breakcore",
        "Electronic---Breaks",
        "Electronic---Broken Beat",
        "Electronic---Chillwave",
        "Electronic---Chiptune",
        "Electronic---Dance-pop",
        "Electronic---Dark Ambient",
        "Electronic---Darkwave",
        "Electronic---Deep House",
        "Electronic---Deep Techno",
        "Electronic---Disco",
        "Electronic---Disco Polo",
        "Electronic---Donk",
        "Electronic---Downtempo",
        "Electronic---Drone",
        "Electronic---Drum n Bass",
        "Electronic---Dub",
        "Electronic---Dub Techno",
        "Electronic---Dubstep",
        "Electronic---Dungeon Synth",
        "Electronic---EBM",
        "Electronic---Electro",
        "Electronic---Electro House",
        "Electronic---Electroclash",
        "Electronic---Euro House",
        "Electronic---Euro-Disco",
        "Electronic---Eurobeat",
        "Electronic---Eurodance",
        "Electronic---Experimental",
        "Electronic---Freestyle",
        "Electronic---Future Jazz",
        "Electronic---Gabber",
        "Electronic---Garage House",
        "Electronic---Ghetto",
        "Electronic---Ghetto House",
        "Electronic---Glitch",
        "Electronic---Goa Trance",
        "Electronic---Grime",
        "Electronic---Halftime",
        "Electronic---Hands Up",
        "Electronic---Happy Hardcore",
        "Electronic---Hard House",
        "Electronic---Hard Techno",
        "Electronic---Hard Trance",
        "Electronic---Hardcore",
        "Electronic---Hardstyle",
        "Electronic---Hi NRG",
        "Electronic---Hip Hop",
        "Electronic---Hip-House",
        "Electronic---House",
        "Electronic---IDM",
        "Electronic---Illbient",
        "Electronic---Industrial",
        "Electronic---Italo House",
        "Electronic---Italo-Disco",
        "Electronic---Italodance",
        "Electronic---Jazzdance",
        "Electronic---Juke",
        "Electronic---Jumpstyle",
        "Electronic---Jungle",
        "Electronic---Latin",
        "Electronic---Leftfield",
        "Electronic---Makina",
        "Electronic---Minimal",
        "Electronic---Minimal Techno",
        "Electronic---Modern Classical",
        "Electronic---Musique Concr\u00e8te",
        "Electronic---Neofolk",
        "Electronic---New Age",
        "Electronic---New Beat",
        "Electronic---New Wave",
        "Electronic---Noise",
        "Electronic---Nu-Disco",
        "Electronic---Power Electronics",
        "Electronic---Progressive Breaks",
        "Electronic---Progressive House",
        "Electronic---Progressive Trance",
        "Electronic---Psy-Trance",
        "Electronic---Rhythmic Noise",
        "Electronic---Schranz",
        "Electronic---Sound Collage",
        "Electronic---Speed Garage",
        "Electronic---Speedcore",
        "Electronic---Synth-pop",
        "Electronic---Synthwave",
        "Electronic---Tech House",
        "Electronic---Tech Trance",
        "Electronic---Techno",
        "Electronic---Trance",
        "Electronic---Tribal",
        "Electronic---Tribal House",
        "Electronic---Trip Hop",
        "Electronic---Tropical House",
        "Electronic---UK Garage",
        "Electronic---Vaporwave",
        "Folk, World, & Country---African",
        "Folk, World, & Country---Bluegrass",
        "Folk, World, & Country---Cajun",
        "Folk, World, & Country---Canzone Napoletana",
        "Folk, World, & Country---Catalan Music",
        "Folk, World, & Country---Celtic",
        "Folk, World, & Country---Country",
        "Folk, World, & Country---Fado",
        "Folk, World, & Country---Flamenco",
        "Folk, World, & Country---Folk",
        "Folk, World, & Country---Gospel",
        "Folk, World, & Country---Highlife",
        "Folk, World, & Country---Hillbilly",
        "Folk, World, & Country---Hindustani",
        "Folk, World, & Country---Honky Tonk",
        "Folk, World, & Country---Indian Classical",
        "Folk, World, & Country---La\u00efk\u00f3",
        "Folk, World, & Country---Nordic",
        "Folk, World, & Country---Pacific",
        "Folk, World, & Country---Polka",
        "Folk, World, & Country---Ra\u00ef",
        "Folk, World, & Country---Romani",
        "Folk, World, & Country---Soukous",
        "Folk, World, & Country---S\u00e9ga",
        "Folk, World, & Country---Volksmusik",
        "Folk, World, & Country---Zouk",
        "Folk, World, & Country---\u00c9ntekhno",
        "Funk / Soul---Afrobeat",
        "Funk / Soul---Boogie",
        "Funk / Soul---Contemporary R&B",
        "Funk / Soul---Disco",
        "Funk / Soul---Free Funk",
        "Funk / Soul---Funk",
        "Funk / Soul---Gospel",
        "Funk / Soul---Neo Soul",
        "Funk / Soul---New Jack Swing",
        "Funk / Soul---P.Funk",
        "Funk / Soul---Psychedelic",
        "Funk / Soul---Rhythm & Blues",
        "Funk / Soul---Soul",
        "Funk / Soul---Swingbeat",
        "Funk / Soul---UK Street Soul",
        "Hip Hop---Bass Music",
        "Hip Hop---Boom Bap",
        "Hip Hop---Bounce",
        "Hip Hop---Britcore",
        "Hip Hop---Cloud Rap",
        "Hip Hop---Conscious",
        "Hip Hop---Crunk",
        "Hip Hop---Cut-up/DJ",
        "Hip Hop---DJ Battle Tool",
        "Hip Hop---Electro",
        "Hip Hop---G-Funk",
        "Hip Hop---Gangsta",
        "Hip Hop---Grime",
        "Hip Hop---Hardcore Hip-Hop",
        "Hip Hop---Horrorcore",
        "Hip Hop---Instrumental",
        "Hip Hop---Jazzy Hip-Hop",
        "Hip Hop---Miami Bass",
        "Hip Hop---Pop Rap",
        "Hip Hop---Ragga HipHop",
        "Hip Hop---RnB/Swing",
        "Hip Hop---Screw",
        "Hip Hop---Thug Rap",
        "Hip Hop---Trap",
        "Hip Hop---Trip Hop",
        "Hip Hop---Turntablism",
        "Jazz---Afro-Cuban Jazz",
        "Jazz---Afrobeat",
        "Jazz---Avant-garde Jazz",
        "Jazz---Big Band",
        "Jazz---Bop",
        "Jazz---Bossa Nova",
        "Jazz---Contemporary Jazz",
        "Jazz---Cool Jazz",
        "Jazz---Dixieland",
        "Jazz---Easy Listening",
        "Jazz---Free Improvisation",
        "Jazz---Free Jazz",
        "Jazz---Fusion",
        "Jazz---Gypsy Jazz",
        "Jazz---Hard Bop",
        "Jazz---Jazz-Funk",
        "Jazz---Jazz-Rock",
        "Jazz---Latin Jazz",
        "Jazz---Modal",
        "Jazz---Post Bop",
        "Jazz---Ragtime",
        "Jazz---Smooth Jazz",
        "Jazz---Soul-Jazz",
        "Jazz---Space-Age",
        "Jazz---Swing",
        "Latin---Afro-Cuban",
        "Latin---Bai\u00e3o",
        "Latin---Batucada",
        "Latin---Beguine",
        "Latin---Bolero",
        "Latin---Boogaloo",
        "Latin---Bossanova",
        "Latin---Cha-Cha",
        "Latin---Charanga",
        "Latin---Compas",
        "Latin---Cubano",
        "Latin---Cumbia",
        "Latin---Descarga",
        "Latin---Forr\u00f3",
        "Latin---Guaguanc\u00f3",
        "Latin---Guajira",
        "Latin---Guaracha",
        "Latin---MPB",
        "Latin---Mambo",
        "Latin---Mariachi",
        "Latin---Merengue",
        "Latin---Norte\u00f1o",
        "Latin---Nueva Cancion",
        "Latin---Pachanga",
        "Latin---Porro",
        "Latin---Ranchera",
        "Latin---Reggaeton",
        "Latin---Rumba",
        "Latin---Salsa",
        "Latin---Samba",
        "Latin---Son",
        "Latin---Son Montuno",
        "Latin---Tango",
        "Latin---Tejano",
        "Latin---Vallenato",
        "Non-Music---Audiobook",
        "Non-Music---Comedy",
        "Non-Music---Dialogue",
        "Non-Music---Education",
        "Non-Music---Field Recording",
        "Non-Music---Interview",
        "Non-Music---Monolog",
        "Non-Music---Poetry",
        "Non-Music---Political",
        "Non-Music---Promotional",
        "Non-Music---Radioplay",
        "Non-Music---Religious",
        "Non-Music---Spoken Word",
        "Pop---Ballad",
        "Pop---Bollywood",
        "Pop---Bubblegum",
        "Pop---Chanson",
        "Pop---City Pop",
        "Pop---Europop",
        "Pop---Indie Pop",
        "Pop---J-pop",
        "Pop---K-pop",
        "Pop---Kay\u014dkyoku",
        "Pop---Light Music",
        "Pop---Music Hall",
        "Pop---Novelty",
        "Pop---Parody",
        "Pop---Schlager",
        "Pop---Vocal",
        "Reggae---Calypso",
        "Reggae---Dancehall",
        "Reggae---Dub",
        "Reggae---Lovers Rock",
        "Reggae---Ragga",
        "Reggae---Reggae",
        "Reggae---Reggae-Pop",
        "Reggae---Rocksteady",
        "Reggae---Roots Reggae",
        "Reggae---Ska",
        "Reggae---Soca",
        "Rock---AOR",
        "Rock---Acid Rock",
        "Rock---Acoustic",
        "Rock---Alternative Rock",
        "Rock---Arena Rock",
        "Rock---Art Rock",
        "Rock---Atmospheric Black Metal",
        "Rock---Avantgarde",
        "Rock---Beat",
        "Rock---Black Metal",
        "Rock---Blues Rock",
        "Rock---Brit Pop",
        "Rock---Classic Rock",
        "Rock---Coldwave",
        "Rock---Country Rock",
        "Rock---Crust",
        "Rock---Death Metal",
        "Rock---Deathcore",
        "Rock---Deathrock",
        "Rock---Depressive Black Metal",
        "Rock---Doo Wop",
        "Rock---Doom Metal",
        "Rock---Dream Pop",
        "Rock---Emo",
        "Rock---Ethereal",
        "Rock---Experimental",
        "Rock---Folk Metal",
        "Rock---Folk Rock",
        "Rock---Funeral Doom Metal",
        "Rock---Funk Metal",
        "Rock---Garage Rock",
        "Rock---Glam",
        "Rock---Goregrind",
        "Rock---Goth Rock",
        "Rock---Gothic Metal",
        "Rock---Grindcore",
        "Rock---Grunge",
        "Rock---Hard Rock",
        "Rock---Hardcore",
        "Rock---Heavy Metal",
        "Rock---Indie Rock",
        "Rock---Industrial",
        "Rock---Krautrock",
        "Rock---Lo-Fi",
        "Rock---Lounge",
        "Rock---Math Rock",
        "Rock---Melodic Death Metal",
        "Rock---Melodic Hardcore",
        "Rock---Metalcore",
        "Rock---Mod",
        "Rock---Neofolk",
        "Rock---New Wave",
        "Rock---No Wave",
        "Rock---Noise",
        "Rock---Noisecore",
        "Rock---Nu Metal",
        "Rock---Oi",
        "Rock---Parody",
        "Rock---Pop Punk",
        "Rock---Pop Rock",
        "Rock---Pornogrind",
        "Rock---Post Rock",
        "Rock---Post-Hardcore",
        "Rock---Post-Metal",
        "Rock---Post-Punk",
        "Rock---Power Metal",
        "Rock---Power Pop",
        "Rock---Power Violence",
        "Rock---Prog Rock",
        "Rock---Progressive Metal",
        "Rock---Psychedelic Rock",
        "Rock---Psychobilly",
        "Rock---Pub Rock",
        "Rock---Punk",
        "Rock---Rock & Roll",
        "Rock---Rockabilly",
        "Rock---Shoegaze",
        "Rock---Ska",
        "Rock---Sludge Metal",
        "Rock---Soft Rock",
        "Rock---Southern Rock",
        "Rock---Space Rock",
        "Rock---Speed Metal",
        "Rock---Stoner Rock",
        "Rock---Surf",
        "Rock---Symphonic Rock",
        "Rock---Technical Death Metal",
        "Rock---Thrash",
        "Rock---Twist",
        "Rock---Viking Metal",
        "Rock---Y\u00e9-Y\u00e9",
        "Stage & Screen---Musical",
        "Stage & Screen---Score",
        "Stage & Screen---Soundtrack",
        "Stage & Screen---Theme"
    ],
    "model_types": [
        "frozen_model",
        "SavedModel",
        "onnx"
    ],
    "dataset": {
        "name": "Discogs-4M (unreleased)",
        "citation": "In-house dataset",
        "size": "4M full tracks (3.3M used)",
        "metrics": {
            "ROC-AUC": 0.95417,
            "PR-AUC": 0.20629
        }
    },
    "schema": {
        "inputs": [
            {
                "name": "serving_default_model_Placeholder",
                "type": "float",
                "shape": [
                    "batch_size",
                    1280
                ]
            }
        ],
        "outputs": [
            {
                "name": "PartitionedCall:0",
                "type": "float",
                "shape": [
                    "batch_size",
                    400
                ],
                "op": "Sigmoid",
                "output_purpose": "predictions"
            }
        ]
    },
    "citation": "@inproceedings{alonso2022music,\n  title={Music Representation Learning Based on Editorial Metadata from Discogs},\n  author={Alonso-Jim{\\'e}nez, Pablo and Serra, Xavier and Bogdanov, Dmitry},\n  booktitle={Conference of the International Society for Music Information Retrieval (ISMIR)},\n  year={2022}\n}",
    "inference": {
        "sample_rate": 16000,
        "algorithm": "TensorflowPredict2D",
        "embedding_model": {
            "algorithm": "TensorflowPredictEffnetDiscogs",
            "model_name": "discogs-effnet-bs64-1",
            "link": "https://essentia.upf.edu/models/music-style-classification/discogs-effnet/discogs-effnet-bs64-1.pb"
        }
    }
}
