{"id":"hf-model-speechbrain-sepformer-wsj03mix","name":"sepformer-wsj03mix","tags":["huggingface-import","external-catalog","model","apache-2.0","speechbrain","source separation","speech separation","audio source separation","wsj0-3mix","sepformer","transformer","audio-to-audio","audio-source-separation","en","dataset:wsj0-3mix","arxiv:2010.13154","arxiv:2106.04624","license:apache-2.0","region:us","audio","si-snri","sdri"],"task":"audio-to-audio","type":"audio","evals":[],"owner":"speechbrain","stars":7,"formats":["gitattributes","yaml","md","ckpt","json","wav"],"hosting":{"status":"hosted","totalFiles":26,"hostedFiles":12,"mirroredBytes":319665151,"mirroredFiles":12,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":12,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for audio to audio: speechbrain/sepformer-wsj03mix · speechbrain","version":"hf-main","modality":"audio","upstream":{"gated":false,"repoId":"speechbrain/sepformer-wsj03mix","private":false,"repoUrl":"https://huggingface.co/speechbrain/sepformer-wsj03mix","disabled":false,"provider":"huggingface","repoType":"model","revision":"21e78b44a378092c34fff32ba8e788a73584f474","fetchedAt":"2026-10-14T00:11:21.165Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-14T00:11:21.165Z","revision":"21e78b44a378092c34fff32ba8e788a73584f474"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"21e78b4","version":"hf-main","releasedAt":"2024-02-20T09:52:41.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-30T02:26:13.997Z","fileCount":26,"framework":"speechbrain","publisher":"speechbrain","sizeBytes":319665231,"sourceUrl":"https://huggingface.co/speechbrain/sepformer-wsj03mix","updatedAt":"2024-02-20T09:52:41.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for speechbrain/sepformer-wsj03mix. Task: audio to audio. Library: speechbrain. Languages: en. Datasets referenced by card metadata: WSJ0-3Mix. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-14T00:11:21.254Z.","Upstream License: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Model card references dataset context: WSJ0-3Mix.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["SI-SNRi","SDRi"],"datasets":["WSJ0-3Mix"],"paperIds":["2010.13154","2106.04624"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/speechbrain/sepformer-wsj03mix","evalResults":[],"libraryName":"speechbrain","pipelineTag":"audio-to-audio","cardDataKeys":["datasets","language","license","metrics","tags","thumbnail"],"semanticText":"audio-to-audio speechbrain audio model en wsj0-3mix si-snri sdri audio source separation audio-source-separation","semanticTerms":["audio-to-audio","speechbrain","audio","model","en","wsj0-3mix","si-snri","sdri","audio source separation","audio-source-separation"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1038},{"lfs":false,"path":"CKPT.yaml","sizeBytes":92},{"lfs":false,"path":"README.md","sizeBytes":4086},{"lfs":true,"path":"brain.ckpt","sizeBytes":28},{"lfs":false,"path":"config.json","sizeBytes":52},{"lfs":true,"path":"counter.ckpt","sizeBytes":3},{"lfs":true,"path":"decoder.ckpt","sizeBytes":17202},{"lfs":true,"path":"encoder.ckpt","sizeBytes":17267},{"lfs":false,"path":"hyperparams.yaml","sizeBytes":1516},{"lfs":false,"path":"hyperparams_train.yaml","sizeBytes":4143},{"lfs":true,"path":"lr_scheduler.ckpt","sizeBytes":2223},{"lfs":true,"path":"masknet.ckpt","sizeBytes":113371626},{"lfs":true,"path":"optimizer.ckpt","sizeBytes":206212823},{"lfs":false,"path":"test_mixture_3spks.wav","sizeBytes":33132}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":289,"hostedFileCount":12,"cardCompleteness":96,"externalFileCount":14,"verificationStatus":"pending","requestedVisibility":"public","repo":"speechbrain/sepformer-wsj03mix","files":[{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_998af4ae53f61be5f4565b022c0c01bdedc078087debbd6978e36a54e64ce720","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_998af4ae53f61be5f4565b022c0c01bdedc078087debbd6978e36a54e64ce720","payloadReadsPerformed":0,"securityScanPerformed":false},"path":".gitattributes","sizeBytes":1038,"storageSizeBytes":1038,"format":"gitattributes","sha256":"4a70d72baf96a49ae5a99fc002afeb73141f966fb3241ebed535f6ea7c2bafbc","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"640e96128b54965e24df088e1d772c5f8b8adf77","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_998af4ae53f61be5f4565b022c0c01bdedc078087debbd6978e36a54e64ce720","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_998af4ae53f61be5f4565b022c0c01bdedc078087debbd6978e36a54e64ce720","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/.gitattributes","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e5b00d7c5e6e715aab9f67b6018e43d7e6176a35d3d4989dec50a3571ef2b1c7","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_e5b00d7c5e6e715aab9f67b6018e43d7e6176a35d3d4989dec50a3571ef2b1c7","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"CKPT.yaml","sizeBytes":92,"storageSizeBytes":92,"format":"yaml","sha256":"3c10fbff3cf2536411a9ab32558bf1377673c2c6e29af9a048d1a4e47868d2f9","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"65c33c7f2f54b0300944ebac1e356c06337cece8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e5b00d7c5e6e715aab9f67b6018e43d7e6176a35d3d4989dec50a3571ef2b1c7","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_e5b00d7c5e6e715aab9f67b6018e43d7e6176a35d3d4989dec50a3571ef2b1c7","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/CKPT.yaml","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8b4892d20742a135a5b60fe3fbb4f5aa674cdf93c640775096c2e4504844ac29","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_8b4892d20742a135a5b60fe3fbb4f5aa674cdf93c640775096c2e4504844ac29","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":4086,"storageSizeBytes":4086,"format":"md","sha256":"b111eac3a36e135171a2166c866ede921b3fc9e52127e346a8cc32bfe22a7aaf","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"1335e7e8f69a875d3dcd58002ec06804e27cf5ca","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8b4892d20742a135a5b60fe3fbb4f5aa674cdf93c640775096c2e4504844ac29","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_8b4892d20742a135a5b60fe3fbb4f5aa674cdf93c640775096c2e4504844ac29","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"path":"brain.ckpt","risk":"low","format":"ckpt","sha256":"d9e24193f36931b7f57932532efbdcf64971f42732383ba6808825f77db258f6","lfsSha256":"d9e24193f36931b7f57932532efbdcf64971f42732383ba6808825f77db258f6","sizeBytes":28,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"b7c35d9d9c2f9520d4975291c60e1e5e2d16f815","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"unsigned"},{"path":"config.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":52,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"99b1f71cf150b6f3ddc7fe135ac86a6e8eb946a1","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_465422a18ca03f417a25303f5ad43be2e88519028d2124e4c5a2dca9bbcda062","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_465422a18ca03f417a25303f5ad43be2e88519028d2124e4c5a2dca9bbcda062","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"counter.ckpt","sizeBytes":3,"storageSizeBytes":3,"format":"ckpt","sha256":"8bcbb4c131df56f7c79066016241cc4bdf4e58db55c4f674e88b22365bd2e2ad","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8bcbb4c131df56f7c79066016241cc4bdf4e58db55c4f674e88b22365bd2e2ad","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_465422a18ca03f417a25303f5ad43be2e88519028d2124e4c5a2dca9bbcda062","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_465422a18ca03f417a25303f5ad43be2e88519028d2124e4c5a2dca9bbcda062","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/counter.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_61c36f5c03875230bd96949ee33e7b054e43bcb0069e151e930947ab959d7442","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_61c36f5c03875230bd96949ee33e7b054e43bcb0069e151e930947ab959d7442","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"decoder.ckpt","sizeBytes":17202,"storageSizeBytes":17202,"format":"ckpt","sha256":"4744290ae39cee1c011bbb33e437ccf7b5b94c6c3b70fef595b6b7d53c32b0b7","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4744290ae39cee1c011bbb33e437ccf7b5b94c6c3b70fef595b6b7d53c32b0b7","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_61c36f5c03875230bd96949ee33e7b054e43bcb0069e151e930947ab959d7442","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_61c36f5c03875230bd96949ee33e7b054e43bcb0069e151e930947ab959d7442","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/decoder.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b7594d3fe78febf9e3faebc2e50ddc6937ffb5dcf5361f143ead35b59e9cb430","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_b7594d3fe78febf9e3faebc2e50ddc6937ffb5dcf5361f143ead35b59e9cb430","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"encoder.ckpt","sizeBytes":17267,"storageSizeBytes":17267,"format":"ckpt","sha256":"afdabc2f213c6391002088c0faade7253f62c1ad910c58b3c42a3147f3421451","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"afdabc2f213c6391002088c0faade7253f62c1ad910c58b3c42a3147f3421451","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b7594d3fe78febf9e3faebc2e50ddc6937ffb5dcf5361f143ead35b59e9cb430","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_b7594d3fe78febf9e3faebc2e50ddc6937ffb5dcf5361f143ead35b59e9cb430","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/encoder.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d3db0089c4e9d56360edbf29735f366fc17670d49265013e9075aba95496aec5","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_d3db0089c4e9d56360edbf29735f366fc17670d49265013e9075aba95496aec5","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"hyperparams.yaml","sizeBytes":1516,"storageSizeBytes":1516,"format":"yaml","sha256":"1cef976e5e365e2c473b21a1feac33d0b027e940cee01c8b2978881c89c9fb50","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"47c9ef35d348e69817d95ef00645abf1611a4719","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d3db0089c4e9d56360edbf29735f366fc17670d49265013e9075aba95496aec5","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_d3db0089c4e9d56360edbf29735f366fc17670d49265013e9075aba95496aec5","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/hyperparams.yaml","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1c2a3657e102204588026c71d13d9a33678d2b10f69be0314491c0cb31414d88","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_1c2a3657e102204588026c71d13d9a33678d2b10f69be0314491c0cb31414d88","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"hyperparams_train.yaml","sizeBytes":4143,"storageSizeBytes":4143,"format":"yaml","sha256":"2b95f57e874b6dd8821b51dee0cb2479b843e0456f949737e97ae9918cda9569","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"f59a81f582d1cb505e743985d68fc31eede2558e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1c2a3657e102204588026c71d13d9a33678d2b10f69be0314491c0cb31414d88","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_1c2a3657e102204588026c71d13d9a33678d2b10f69be0314491c0cb31414d88","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/hyperparams_train.yaml","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_ee9d8930c797e02d5267215f16f0a30fd0f1829d5a8bc899f08038bf9c4674cb","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_ee9d8930c797e02d5267215f16f0a30fd0f1829d5a8bc899f08038bf9c4674cb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"lr_scheduler.ckpt","sizeBytes":2223,"storageSizeBytes":2223,"format":"ckpt","sha256":"4b399abc1f483ba137f394dc2ce4757f642de66584e0f3bb53602ab9af07ed17","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"4b399abc1f483ba137f394dc2ce4757f642de66584e0f3bb53602ab9af07ed17","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_ee9d8930c797e02d5267215f16f0a30fd0f1829d5a8bc899f08038bf9c4674cb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_ee9d8930c797e02d5267215f16f0a30fd0f1829d5a8bc899f08038bf9c4674cb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/lr_scheduler.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_f0f34e0ff9d926e11de80619f9ad3de8333c16119508c028c5e2bc551d9040fc","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_f0f34e0ff9d926e11de80619f9ad3de8333c16119508c028c5e2bc551d9040fc","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"masknet.ckpt","sizeBytes":113371626,"storageSizeBytes":113371626,"format":"ckpt","sha256":"7c11786f74723c8e7021f6c9769057724c5e6833d1ed0f09fc935adfcb8a0078","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"7c11786f74723c8e7021f6c9769057724c5e6833d1ed0f09fc935adfcb8a0078","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_f0f34e0ff9d926e11de80619f9ad3de8333c16119508c028c5e2bc551d9040fc","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_f0f34e0ff9d926e11de80619f9ad3de8333c16119508c028c5e2bc551d9040fc","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/masknet.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e3e0e1d4825f7fe74810bfada8aee00c5603c37beb2bffc5606a63ecb13a49b6","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_e3e0e1d4825f7fe74810bfada8aee00c5603c37beb2bffc5606a63ecb13a49b6","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"optimizer.ckpt","sizeBytes":206212823,"storageSizeBytes":206212823,"format":"ckpt","sha256":"9f94ab3d414ef043530ddb2d55baf995ac55297b82f70538cf11e3e40e5fae9e","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"9f94ab3d414ef043530ddb2d55baf995ac55297b82f70538cf11e3e40e5fae9e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e3e0e1d4825f7fe74810bfada8aee00c5603c37beb2bffc5606a63ecb13a49b6","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_e3e0e1d4825f7fe74810bfada8aee00c5603c37beb2bffc5606a63ecb13a49b6","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/optimizer.ckpt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1e43d97e8498705b4fa1738c5421d47c12ef8ca0010470cd76a19f1176c9ab3b","policyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","publicationId":"hbeol_1e43d97e8498705b4fa1738c5421d47c12ef8ca0010470cd76a19f1176c9ab3b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"test_mixture_3spks.wav","sizeBytes":33132,"storageSizeBytes":33132,"format":"wav","sha256":"594e82a7f6427d58def22d6e3d39e05d6ddec35a7a1e745e2752e821c6ebd097","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"af9e676006d6f6351adfea8d9f7d8968690efda4","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1e43d97e8498705b4fa1738c5421d47c12ef8ca0010470cd76a19f1176c9ab3b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:93fba748d49e23fbc0637b3702bbf46d2d4a9ed0e80642a78f646226a940a20a","existingObjectRegistrationId":"hbeoa_1e43d97e8498705b4fa1738c5421d47c12ef8ca0010470cd76a19f1176c9ab3b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/test_mixture_3spks.wav","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"},"signature_state":"signed"}],"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"publicDownloadableFileCount":12,"publicFileCount":26,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-06T14:16:34.215Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-speechbrain-sepformer-wsj03mix","listedFileLowerBound":14,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":319665231,"label":"304.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":289,"upstreamStars":7,"label":"289 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"speechbrain/sepformer-wsj03mix"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/26 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: speechbrain/sepformer-wsj03mix","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 12/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":14,"totalFiles":26},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-speechbrain-sepformer-wsj03mix/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":12,"totalFiles":14,"externalFiles":2,"hostedBytes":319665151,"externalBytes":80,"lowRiskExternalFiles":2,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":1,"directMirrorExternalBytes":52,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"config.json","sizeBytes":52,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"config.json","sizeBytes":52,"risk":"low","format":"json","overFileCap":false},{"path":"brain.ckpt","sizeBytes":28,"risk":"low","format":"ckpt","overFileCap":false}]},"cardDescription":"A model for processing audio.","licenseLabel":"apache-2.0","recommendedFile":null,"licenseClarity":{"license":"apache-2.0","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/speechbrain/sepformer-wsj03mix","upstream":{"gated":false,"repoId":"speechbrain/sepformer-wsj03mix","private":false,"repoUrl":"https://huggingface.co/speechbrain/sepformer-wsj03mix","disabled":false,"provider":"huggingface","repoType":"model","revision":"21e78b44a378092c34fff32ba8e788a73584f474","fetchedAt":"2026-10-14T00:11:21.165Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-14T00:11:21.165Z","revision":"21e78b44a378092c34fff32ba8e788a73584f474"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-06T14:16:52.663Z","serveEvaluationId":"serve-95fe2d02098a2facbf0c9ea190496f82eeaa79847799663af4b45343a578ab4e","readiness":"ready","downloadReady":true,"mirroredBytes":319665151,"readinessCheckedAt":"2026-11-06T14:16:52.843Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-06T14:16:52.663Z","serveEvaluationId":"serve-95fe2d02098a2facbf0c9ea190496f82eeaa79847799663af4b45343a578ab4e","readiness":"ready","downloadReady":true,"hostedFileCount":12,"mirroredBytes":319665151,"readinessCheckedAt":"2026-11-06T14:16:52.663Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-speechbrain-sepformer-wsj03mix","decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hosted":true,"pageFacts":{"id":"hf-model-speechbrain-sepformer-wsj03mix","repo":"speechbrain/sepformer-wsj03mix","type":"audio","purpose":"open-weights audio model for audio to audio","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"audio-to-audio","label":"audio to audio"},"size":{"bytes":319665231,"label":"319.7 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 12 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":null,"parameters":null,"sentence":"Hosted here: at least 12 listed files; full count and size unknown. Full repo upstream: 319.7 MB."},"files":{"hosted":12,"total":26,"label":"12 hosted of 26 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:08c3e868de9c085b8a5f8fa0ec7d1651729b6ce96d8452ab6da02579feb07b53","value":"01tX0CMIl60Q_g6JriEtjVggqqgvFU388qrW_4ctNA-rUx4H0qONS9B3wlXb691j_z4uiSjuqZwgDFON8fITCQ","signed_at":"2026-11-06T14:16:52.665Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (12 hosted files)","url":"/artifact/hf-model-speechbrain-sepformer-wsj03mix/files"},"released":{"iso":"2026-06-30","label":"Jun 30, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2024-02-20","label":"Feb 20, 2024","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/speechbrain/sepformer-wsj03mix","repoId":"speechbrain/sepformer-wsj03mix"},"languages":["en"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2010.13154","2106.04624"],"arxivIds":["2010.13154","2106.04624"],"sameAs":["https://huggingface.co/speechbrain/sepformer-wsj03mix","https://arxiv.org/abs/2010.13154","https://arxiv.org/abs/2106.04624"],"creator":{"@type":"Organization","name":"speechbrain","url":"https://huggingface.co/speechbrain","sameAs":["https://huggingface.co/speechbrain"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2010.13154","identifier":"arXiv:2010.13154","url":"https://arxiv.org/abs/2010.13154","sameAs":"https://doi.org/10.48550/arXiv.2010.13154"},{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2106.04624","identifier":"arXiv:2106.04624","url":"https://arxiv.org/abs/2106.04624","sameAs":"https://doi.org/10.48550/arXiv.2106.04624"}],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is speechbrain/sepformer-wsj03mix?","answer":"speechbrain/sepformer-wsj03mix is an open-weights audio model for audio to audio published by speechbrain, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for audio to audio: speechbrain/sepformer-wsj03mix · speechbrain"},{"id":"license","question":"What license does speechbrain/sepformer-wsj03mix use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is speechbrain/sepformer-wsj03mix?","answer":"Hosted here: at least 12 listed files; full count and size unknown. Full repo upstream: 319.7 MB."},{"id":"download","question":"Where can I download speechbrain/sepformer-wsj03mix?","answer":"Hosted here: at least 12 listed files; full count and size unknown. Full repo upstream: 319.7 MB. The original release is at https://huggingface.co/speechbrain/sepformer-wsj03mix."},{"id":"safety","question":"Has speechbrain/sepformer-wsj03mix been scanned for unsafe files?","answer":"Source scan status: pending. A scan checks the files for known-bad signatures; it does not mean the model is safe. 12 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-speechbrain-sepformer-wsj03mix/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will speechbrain/sepformer-wsj03mix run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":null,"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-speechbrain-sepformer-wsj03mix","repo":"speechbrain/sepformer-wsj03mix","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":null,"noHostedWeights":true,"notSingleFile":false,"download":{"available":false,"url":null},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"4a70d72baf96a49ae5a99fc002afeb73141f966fb3241ebed535f6ea7c2bafbc","sizeLabel":"1.04 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/.gitattributes"},{"path":"CKPT.yaml","fileName":"CKPT.yaml","sha256":"3c10fbff3cf2536411a9ab32558bf1377673c2c6e29af9a048d1a4e47868d2f9","sizeLabel":"92 bytes","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/CKPT.yaml"},{"path":"README.md","fileName":"README.md","sha256":"b111eac3a36e135171a2166c866ede921b3fc9e52127e346a8cc32bfe22a7aaf","sizeLabel":"4.09 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/README.md"},{"path":"counter.ckpt","fileName":"counter.ckpt","sha256":"8bcbb4c131df56f7c79066016241cc4bdf4e58db55c4f674e88b22365bd2e2ad","sizeLabel":"3 bytes","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/counter.ckpt"},{"path":"decoder.ckpt","fileName":"decoder.ckpt","sha256":"4744290ae39cee1c011bbb33e437ccf7b5b94c6c3b70fef595b6b7d53c32b0b7","sizeLabel":"17.2 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/decoder.ckpt"},{"path":"encoder.ckpt","fileName":"encoder.ckpt","sha256":"afdabc2f213c6391002088c0faade7253f62c1ad910c58b3c42a3147f3421451","sizeLabel":"17.3 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/encoder.ckpt"},{"path":"hyperparams.yaml","fileName":"hyperparams.yaml","sha256":"1cef976e5e365e2c473b21a1feac33d0b027e940cee01c8b2978881c89c9fb50","sizeLabel":"1.52 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/hyperparams.yaml"},{"path":"hyperparams_train.yaml","fileName":"hyperparams_train.yaml","sha256":"2b95f57e874b6dd8821b51dee0cb2479b843e0456f949737e97ae9918cda9569","sizeLabel":"4.14 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/hyperparams_train.yaml"},{"path":"lr_scheduler.ckpt","fileName":"lr_scheduler.ckpt","sha256":"4b399abc1f483ba137f394dc2ce4757f642de66584e0f3bb53602ab9af07ed17","sizeLabel":"2.22 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/lr_scheduler.ckpt"},{"path":"masknet.ckpt","fileName":"masknet.ckpt","sha256":"7c11786f74723c8e7021f6c9769057724c5e6833d1ed0f09fc935adfcb8a0078","sizeLabel":"113.4 MB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/masknet.ckpt"},{"path":"optimizer.ckpt","fileName":"optimizer.ckpt","sha256":"9f94ab3d414ef043530ddb2d55baf995ac55297b82f70538cf11e3e40e5fae9e","sizeLabel":"206.2 MB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/optimizer.ckpt"},{"path":"test_mixture_3spks.wav","fileName":"test_mixture_3spks.wav","sha256":"594e82a7f6427d58def22d6e3d39e05d6ddec35a7a1e745e2752e821c6ebd097","sizeLabel":"33.1 KB","downloadUrl":"/api/downloads/hf-model-speechbrain-sepformer-wsj03mix/test_mixture_3spks.wav"}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"not-hosted-here-yet","message":"Weights not hosted yet"},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":12,"totalFiles":26},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-06T14:16:52.876Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":12,"mirroredBytes":319665151,"readinessCheckedAt":"2026-11-06T14:16:52.877Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":12,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T14:16:52.877Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transforming audio.","confidence":"medium","task":"audio-to-audio","audience":null,"basis":"recorded-metadata","rules":["task:audio-to-audio"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"audio-to-audio"},{"field":"cardMetadata.pipelineTag","value":"audio-to-audio"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":319665231,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"speechbrain/sepformer-wsj03mix"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-speechbrain-sepformer-wsj03mix","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-speechbrain-sepformer-wsj03mix","revision":"21e78b44a378092c34fff32ba8e788a73584f474","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-06T14:16:52.843Z","evidence_url":"/api/manifests/hf-model-speechbrain-sepformer-wsj03mix"}}