{"id":161,"slug":"hexgrad--kokoro-82m","name":"Kokoro-82M","author":"hexgrad","description":null,"tags":"[\"Text-To-Speech\",\"Base_model:yl4579/StyleTTS2-LJSpeech\",\"Base_model:finetune:yl4579/StyleTTS2-LJSpeech\",\"Doi:10.57967/hf/4329\",\"English\"]","license":"apache-2.0","framework":"text-to-speech","parameters":null,"downloads":9547760,"likes":6113,"verified":1,"created_at":"2026-04-20 14:59:13","updated_at":"2026-05-08 14:17:20","source_url":"https://huggingface.co/hexgrad/Kokoro-82M","source_platform":"huggingface","hf_repo_id":"hexgrad/Kokoro-82M","ollama_name":"","category":"model","latest_version":"v1.0.0","version_count":1,"signature_count":2,"risk_level":"MEDIUM","risk_score":55,"versions":[{"id":160,"model_id":161,"version":"v1.0.0","manifest_hash":"87a0938363436a02f2378ae371ba27e1555140e8414729379bba08529192b1aa","file_count":72,"total_size":363323757,"r2_manifest_key":"manifests/hexgrad--kokoro-82m/v1.0.0.json","created_at":"2026-04-20 14:59:13"}],"files":[{"id":6619,"version_id":160,"filename":".gitattributes","sha3_256_hash":"pending-verification","size":1913},{"id":6620,"version_id":160,"filename":"DONATE.md","sha3_256_hash":"pending-verification","size":2562},{"id":6621,"version_id":160,"filename":"EVAL.md","sha3_256_hash":"pending-verification","size":534},{"id":6622,"version_id":160,"filename":"README.md","sha3_256_hash":"pending-verification","size":6348},{"id":6623,"version_id":160,"filename":"SAMPLES.md","sha3_256_hash":"pending-verification","size":5956},{"id":6624,"version_id":160,"filename":"VOICES.md","sha3_256_hash":"pending-verification","size":7625},{"id":6625,"version_id":160,"filename":"config.json","sha3_256_hash":"pending-verification","size":2351},{"id":6626,"version_id":160,"filename":"eval/ArtificialAnalysis-2025-02-26.jpeg","sha3_256_hash":"a312447a7801982507545380cce5d5ab5ef60081a5edb2001ca096b19f8f4621","size":939504},{"id":6627,"version_id":160,"filename":"eval/TTS_Arena-2025-02-26.jpeg","sha3_256_hash":"f2caf29f9ad1108cdbf892dc6713423882a8e006c99930f61a17e15a79c3ef6f","size":560066},{"id":6628,"version_id":160,"filename":"eval/TTS_Spaces_Arena-2025-02-26.jpeg","sha3_256_hash":"b095b1048199fd2b23971595226c1c29200a779ff310c90273b766aa3f725fc9","size":515255},{"id":6629,"version_id":160,"filename":"kokoro-v1_0.pth","sha3_256_hash":"496dba118d1a58f5f3db2efc88dbdc216e0483fc89fe6e47ee1f2c53f18ad1e4","size":327212226},{"id":6630,"version_id":160,"filename":"samples/HEARME.wav","sha3_256_hash":"pending-verification","size":996044},{"id":6631,"version_id":160,"filename":"samples/af_heart_0.wav","sha3_256_hash":"pending-verification","size":237644},{"id":6632,"version_id":160,"filename":"samples/af_heart_1.wav","sha3_256_hash":"pending-verification","size":517244},{"id":6633,"version_id":160,"filename":"samples/af_heart_2.wav","sha3_256_hash":"pending-verification","size":496844},{"id":6634,"version_id":160,"filename":"samples/af_heart_3.wav","sha3_256_hash":"e758efcd852e77569772ee5a424df724695903db61a323a6021ee1c6a50ca616","size":1407644},{"id":6635,"version_id":160,"filename":"samples/af_heart_4.wav","sha3_256_hash":"d50c90f447686200052f4375dee55a3406ec0aa140473cf946e98fdfe860989b","size":1116044},{"id":6636,"version_id":160,"filename":"samples/af_heart_5.wav","sha3_256_hash":"bc4515b9479c219e4e9347463a859ea6716dd0eb45a520f5f42825a7662b5054","size":1033244},{"id":6637,"version_id":160,"filename":"voices/af_alloy.pt","sha3_256_hash":"6d877149dd8b348fbad12e5845b7e43d975390e9f3b68a811d1d86168bef5aa3","size":523425},{"id":6638,"version_id":160,"filename":"voices/af_aoede.pt","sha3_256_hash":"c03bd1a4c3716c2d8eaa3d50022f62d5c31cfbd6e15933a00b17fefe13841cc4","size":523425},{"id":6639,"version_id":160,"filename":"voices/af_bella.pt","sha3_256_hash":"8cb64e02fcc8de0327a8e13817e49c76c945ecf0052ceac97d3081480e8e48d6","size":523425},{"id":6640,"version_id":160,"filename":"voices/af_heart.pt","sha3_256_hash":"0ab5709b8ffab19bfd849cd11d98f75b60af7733253ad0d67b12382a102cb4ff","size":523425},{"id":6641,"version_id":160,"filename":"voices/af_jessica.pt","sha3_256_hash":"cdfdccb8cc975aa34ee6b89642963b0064237675de0e41a30ae64cc958dd4e87","size":523435},{"id":6642,"version_id":160,"filename":"voices/af_kore.pt","sha3_256_hash":"8bfbc512321c3db49dff984ac675fa5ac7eaed5a96cc31104d3a9080e179d69d","size":523420},{"id":6643,"version_id":160,"filename":"voices/af_nicole.pt","sha3_256_hash":"c5561808bcf5250fe8c5f5de32caf2d94f27e57e95befdb098c5c85991d4c5da","size":523430},{"id":6644,"version_id":160,"filename":"voices/af_nova.pt","sha3_256_hash":"e0233676ddc21908c37a1f102f6b88a59e4e5c1bd764983616eb9eda629dbcd2","size":523420},{"id":6645,"version_id":160,"filename":"voices/af_river.pt","sha3_256_hash":"e149459bd9c084416b74756b9bd3418256a8b839088abb07d463730c369dab8f","size":523425},{"id":6646,"version_id":160,"filename":"voices/af_sarah.pt","sha3_256_hash":"49bd364ea3be9eb3e9685e8f9a15448c4883112a7c0ff7ab139fa4088b08cef9","size":523425},{"id":6647,"version_id":160,"filename":"voices/af_sky.pt","sha3_256_hash":"c799548aed06e0cb0d655a85a01b48e7f10484d71663f9a3045a5b9362e8512c","size":523351},{"id":6648,"version_id":160,"filename":"voices/am_adam.pt","sha3_256_hash":"ced7e284aba12472891be1da3ab34db84cc05cc02b5889535796dbf2d8b0cb34","size":523420},{"id":6649,"version_id":160,"filename":"voices/am_echo.pt","sha3_256_hash":"8bcfdc852bc985fb45c396c561e571ffb9183930071f962f1b50df5c97b161e8","size":523420},{"id":6650,"version_id":160,"filename":"voices/am_eric.pt","sha3_256_hash":"ada66f0eefff34ec921b1d7474d7ac8bec00cd863c170f1c534916e9b8212aae","size":523420},{"id":6651,"version_id":160,"filename":"voices/am_fenrir.pt","sha3_256_hash":"98e507eca1db08230ae3b6232d59c10aec9630022d19accac4f5d12fcec3c37a","size":523430},{"id":6652,"version_id":160,"filename":"voices/am_liam.pt","sha3_256_hash":"c82550757ddb31308b97f30040dda8c2d609a9e2de6135848d0a948368138518","size":523420},{"id":6653,"version_id":160,"filename":"voices/am_michael.pt","sha3_256_hash":"9a443b79a4b22489a5b0ab7c651a0bcd1a30bef675c28333f06971abbd47bd37","size":523435},{"id":6654,"version_id":160,"filename":"voices/am_onyx.pt","sha3_256_hash":"e8452be16cd0f6da7b4579eaf7b1e4506e92524882053d86d72b96b9a7fed584","size":523420},{"id":6655,"version_id":160,"filename":"voices/am_puck.pt","sha3_256_hash":"dd1d8973f4ce4b7d8ae407c77a435f485dabc052081b80ea75c4f30b84f36223","size":523420},{"id":6656,"version_id":160,"filename":"voices/am_santa.pt","sha3_256_hash":"7f2f7582fa2b1f160e90aafe6d0b442a685e773608b6667e545d743b073e97a7","size":523425},{"id":6657,"version_id":160,"filename":"voices/bf_alice.pt","sha3_256_hash":"d292651b6af6c0d81705c2580dcb4463fccc0ff7b8d618a471dbb4e45655b3f3","size":523425},{"id":6658,"version_id":160,"filename":"voices/bf_emma.pt","sha3_256_hash":"d0a423deabf4a52b4f49318c51742c54e21bb89bbbe9a12141e7758ddb5da701","size":523420},{"id":6659,"version_id":160,"filename":"voices/bf_isabella.pt","sha3_256_hash":"cdd4c37003805104d1d08fb1e05855c8fb2c68de24ca6e71f264a30aaa59eefd","size":523440},{"id":6660,"version_id":160,"filename":"voices/bf_lily.pt","sha3_256_hash":"6e09c2e481e2d53004d7e5ae7d3a325369e130a6f45c35a6002de75084be9285","size":523420},{"id":6661,"version_id":160,"filename":"voices/bm_daniel.pt","sha3_256_hash":"fc3fce4e9c12ed4dbc8fa9680cfe51ee190a96444ce7c3ad647549a30823fc5d","size":523430},{"id":6662,"version_id":160,"filename":"voices/bm_fable.pt","sha3_256_hash":"d44935f3135257a9064df99f007fc1342ff1aa767552b4a4fa4c3b2e6e59079c","size":523425},{"id":6663,"version_id":160,"filename":"voices/bm_george.pt","sha3_256_hash":"f1bc812213dc59774769e5c80004b13eeb79bd78130b11b2d7f934542dab811b","size":523430},{"id":6664,"version_id":160,"filename":"voices/bm_lewis.pt","sha3_256_hash":"b5204750dcba01029d2ac9cec17aec3b20a6d64073c579d694a23cb40effbd0e","size":523425},{"id":6665,"version_id":160,"filename":"voices/ef_dora.pt","sha3_256_hash":"d9d69b0f8a2b87a345f269d89639f89dfbd1a6c9da0c498ae36dd34afcf35530","size":523420},{"id":6666,"version_id":160,"filename":"voices/em_alex.pt","sha3_256_hash":"5eac53f767c3f31a081918ba531969aea850bed18fe56419b804d642c6973431","size":523420},{"id":6667,"version_id":160,"filename":"voices/em_santa.pt","sha3_256_hash":"aa8620cb96cec705823efca0d956a63e158e09ad41aca934d354b7f0778f63cb","size":523430},{"id":6668,"version_id":160,"filename":"voices/ff_siwis.pt","sha3_256_hash":"8073bf2d2c4b9543a90f2f0fd2144de4ed157e2d4b79ddeb0d5123066171fbc9","size":523425},{"id":6669,"version_id":160,"filename":"voices/hf_alpha.pt","sha3_256_hash":"06906fe05746d13a79c5c01e21fd7233b05027221a933c9ada650f5aafc8f044","size":523425},{"id":6670,"version_id":160,"filename":"voices/hf_beta.pt","sha3_256_hash":"63c0a1a6272e98d43f4511bba40e30dd9c8ceaf5f39af869509b9f51a71c503e","size":523420},{"id":6671,"version_id":160,"filename":"voices/hm_omega.pt","sha3_256_hash":"b55f02a8e8483fffe0afa566e7d22ed8013acf47ad4f6bbee2795a840155703e","size":523425},{"id":6672,"version_id":160,"filename":"voices/hm_psi.pt","sha3_256_hash":"2f0f055cea4f1083f4ef127ece48d71606347f6557dbb961c0ca5740a2da485b","size":523351},{"id":6673,"version_id":160,"filename":"voices/if_sara.pt","sha3_256_hash":"6c0b253b955fe32f1a1a86006aebe83d050ea95afd0e7be15182f087deedbf55","size":523425},{"id":6674,"version_id":160,"filename":"voices/im_nicola.pt","sha3_256_hash":"234ed06648649f9bd874b37508ea17560b9c993ef85b4ddb3e3a71e062bd2c12","size":523341},{"id":6675,"version_id":160,"filename":"voices/jf_alpha.pt","sha3_256_hash":"1bf4c9dc69e45ee46183b071f4db766349aac5592acbcfeaf051018048a5d787","size":523425},{"id":6676,"version_id":160,"filename":"voices/jf_gongitsune.pt","sha3_256_hash":"1b171917f18f351e65f2bf9657700cd6bfec4e65589c297525b9cf3c20105770","size":523351},{"id":6677,"version_id":160,"filename":"voices/jf_nezumi.pt","sha3_256_hash":"d83f007a7f01783b77014561a7d493d327a0210e143440e91c9b697590d27661","size":523420},{"id":6678,"version_id":160,"filename":"voices/jf_tebukuro.pt","sha3_256_hash":"0d6917904438aec85f73a6fa1f7ac2be6481aae47c697834936930a91796c576","size":523435},{"id":6679,"version_id":160,"filename":"voices/jm_kumo.pt","sha3_256_hash":"98340afd68b1cee84fe0cd95528cfa6d4b39e416aa75a9df64049d52c8b55896","size":523425},{"id":6680,"version_id":160,"filename":"voices/pf_dora.pt","sha3_256_hash":"07e4ff987c5d5a8c3995efd15cc4f0db7c4c15e881b198d8ab7f67ecf51f5eb7","size":523425},{"id":6681,"version_id":160,"filename":"voices/pm_alex.pt","sha3_256_hash":"cf0ba8c573c2480fc54123683a35cf1e2ae130428e441eb91f9149bdb188a526","size":523425},{"id":6682,"version_id":160,"filename":"voices/pm_santa.pt","sha3_256_hash":"d42103169c5c872abbafb9129133af7e942bb9d272c3cc3b95c203e7d7198c29","size":523430},{"id":6683,"version_id":160,"filename":"voices/zf_xiaobei.pt","sha3_256_hash":"9b76be63dab4f4f96962030acc0126a9aee9728608fbbe115e2b58a2bd504df6","size":523435},{"id":6684,"version_id":160,"filename":"voices/zf_xiaoni.pt","sha3_256_hash":"95b49f169bf1640f4f43c25e13daa39f7b98d15d00823e83ef5c14b3ced59e49","size":523430},{"id":6685,"version_id":160,"filename":"voices/zf_xiaoxiao.pt","sha3_256_hash":"cfaf6f2ded1ee56f1ff94fcd2b0e6cdf32e5b794bdc05b44e7439d44aef5887c","size":523440},{"id":6686,"version_id":160,"filename":"voices/zf_xiaoyi.pt","sha3_256_hash":"b5235dbaeef85a4c613bf78af9a88ff63c25bac5f26ba77e36186d8b7ebf05e2","size":523430},{"id":6687,"version_id":160,"filename":"voices/zm_yunjian.pt","sha3_256_hash":"76cbf8bad35901d011d9628a2fdceb7b4f1f127e7a3269cb393b3941eb7fc417","size":523435},{"id":6688,"version_id":160,"filename":"voices/zm_yunxi.pt","sha3_256_hash":"dbe6e1ce7c3dbaf2f5667432947b638b1c6831ccbe154c4610dbcc44f431e27b","size":523425},{"id":6689,"version_id":160,"filename":"voices/zm_yunxia.pt","sha3_256_hash":"bb2b03b08e84d64e1214440ce3b624987fac177f2eeb5bab8571799a3d980acd","size":523430},{"id":6690,"version_id":160,"filename":"voices/zm_yunyang.pt","sha3_256_hash":"5238ac22e0c7f8b6cdd2eddd6e444b8a700b73c4674d9a047d59a94ff96379a2","size":523435}],"signatures":[{"id":522,"version_id":160,"signer_did":"did:quantamrkt:registry:shield-v1","algorithm":"ML-DSA-65","signature_hex":"f265cc64d7dcf8b8b4a23de6c34c26b502e8bcf390e1fb8bef071b006fd3f6d5","attestation_type":"registry","signed_at":"2026-04-20 14:59:13"},{"id":633,"version_id":160,"signer_did":"did:web:quantamrkt.com:chain:authority","algorithm":"ML-DSA-87","signature_hex":"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","attestation_type":"pqc_registry","signed_at":"2026-04-20 19:43:34"}],"hndl":{"id":159,"model_id":161,"risk_level":"MEDIUM","risk_score":55,"shelf_life_years":7,"sensitivity":"text-to-speech","recommendation":"Monitor and prepare migration plan.","assessed_at":"2026-04-20 14:59:13"}}