{"id":"hf-model-mispeech-ced-small","name":"ced-small","tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","onnx","safetensors","ced","audio-classification","custom_code","dataset:audioset","arxiv:2308.11957","license:apache-2.0","region:us","audio","audioset","map"],"task":"audio-classification","type":"audio","evals":[],"owner":"mispeech","stars":0,"formats":["gitattributes","md","json","py","onnx","safetensors"],"hosting":{"status":"hosted","totalFiles":9,"hostedFiles":8,"mirroredBytes":109354111,"mirroredFiles":8,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":8,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for audio classification: mispeech/ced-small · transformers","version":"hf-main","modality":"audio","upstream":{"gated":false,"repoId":"mispeech/ced-small","private":false,"repoUrl":"https://huggingface.co/mispeech/ced-small","disabled":false,"provider":"huggingface","repoType":"model","revision":"06bb40c5ec089e96867ebc5246be02441f4a71e4","fetchedAt":"2026-10-10T07:57:53.154Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T07:57:53.154Z","revision":"06bb40c5ec089e96867ebc5246be02441f4a71e4"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"06bb40c","version":"hf-main","releasedAt":"2026-03-30T12:32:03.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-06-30T02:05:47.866Z","fileCount":9,"framework":"transformers","publisher":"mispeech","sizeBytes":109355630,"sourceUrl":"https://huggingface.co/mispeech/ced-small","updatedAt":"2026-03-30T12:32:03.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for mispeech/ced-small. Task: audio classification. Library: transformers. Datasets referenced by card metadata: AudioSet. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-10T07:57:53.612Z.","Upstream License: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Model card references dataset context: AudioSet.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["mAP"],"datasets":["AudioSet"],"paperIds":["2308.11957"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/mispeech/ced-small","evalResults":[],"libraryName":"transformers","pipelineTag":"audio-classification","cardDataKeys":["datasets","license","metrics","pipeline_tag"],"semanticText":"audio-classification transformers audio model audioset map onnx safetensors dataset:audioset","semanticTerms":["audio-classification","transformers","audio","model","audioset","map","onnx","safetensors","dataset:audioset"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3406},{"lfs":false,"path":"config.json","sizeBytes":25059},{"lfs":false,"path":"configuration_ced.py","sizeBytes":6746},{"lfs":false,"path":"feature_extraction_ced.py","sizeBytes":6482},{"lfs":true,"path":"model.onnx","sizeBytes":22785539},{"lfs":true,"path":"model.safetensors","sizeBytes":86506420},{"lfs":false,"path":"modeling_ced.py","sizeBytes":20075},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":384}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":4479,"hostedFileCount":8,"cardCompleteness":93,"externalFileCount":1,"verificationStatus":"pending","requestedVisibility":"public","repo":"mispeech/ced-small","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1519,"mirroredAt":null,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"a6344aac8c09253b3b630fb776ae94478aa0275b","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_fd0836c774e97417d685956e097ac384a0f85bd0172d4d824cf32a6ccd9de730","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_fd0836c774e97417d685956e097ac384a0f85bd0172d4d824cf32a6ccd9de730","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":3406,"storageSizeBytes":3406,"format":"md","sha256":"abadd277170322483db97cb726a566b3e3290d58a4016ed08e0c61c93250c146","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"22d4e6ee16cf8b0f9f4a265825b5463c890bff1e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_fd0836c774e97417d685956e097ac384a0f85bd0172d4d824cf32a6ccd9de730","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_fd0836c774e97417d685956e097ac384a0f85bd0172d4d824cf32a6ccd9de730","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d830b370e6262b86189ad3cde680249c2c345eb742fe8db5505e56c527a9d3c3","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_d830b370e6262b86189ad3cde680249c2c345eb742fe8db5505e56c527a9d3c3","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"config.json","sizeBytes":25059,"storageSizeBytes":25059,"format":"json","sha256":"8b76f3ed8b7a443cbcc7d124d23c7faf222e690f338e4753920697282978cac9","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"df60221ddb0904c13bc522b56fe218224b1b6731","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d830b370e6262b86189ad3cde680249c2c345eb742fe8db5505e56c527a9d3c3","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_d830b370e6262b86189ad3cde680249c2c345eb742fe8db5505e56c527a9d3c3","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/config.json","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_d96ca47fe0dc9d41d69c1c5f9b46ba4f9e17974d991a4106d3780c6a6b49b5fa","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_d96ca47fe0dc9d41d69c1c5f9b46ba4f9e17974d991a4106d3780c6a6b49b5fa","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"configuration_ced.py","sizeBytes":6746,"storageSizeBytes":6746,"format":"py","sha256":"147ac3602c1b35c3309d68575e3f19eb22cc2afe088897397991613e68a82a64","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"79884089fdf6926d2770e9f869eaa1146719ca77","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_d96ca47fe0dc9d41d69c1c5f9b46ba4f9e17974d991a4106d3780c6a6b49b5fa","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_d96ca47fe0dc9d41d69c1c5f9b46ba4f9e17974d991a4106d3780c6a6b49b5fa","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/configuration_ced.py","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_112f2bf8ca7fa5884d7ca14b32bdae8048fbaae7f24a3e275eab5106a3305ca5","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_112f2bf8ca7fa5884d7ca14b32bdae8048fbaae7f24a3e275eab5106a3305ca5","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"feature_extraction_ced.py","sizeBytes":6482,"storageSizeBytes":6482,"format":"py","sha256":"d2eff0a8cbc563196f8ccef4180d9e9299d643bfee087a545e97e9c4a9e64cb4","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"435ef25fb74acce32d931358ce679363be2037e8","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_112f2bf8ca7fa5884d7ca14b32bdae8048fbaae7f24a3e275eab5106a3305ca5","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_112f2bf8ca7fa5884d7ca14b32bdae8048fbaae7f24a3e275eab5106a3305ca5","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/feature_extraction_ced.py","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_b837cf45c0cf0f51789eb68dbbe3967742f680224bdf29d372557d17fdaf8223","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_b837cf45c0cf0f51789eb68dbbe3967742f680224bdf29d372557d17fdaf8223","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.onnx","sizeBytes":22785539,"storageSizeBytes":22785539,"format":"onnx","sha256":"18fa4fa30c1872c322c6b08f2824c9dd6f7fe149b8aa21320ddceb77007cff75","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"18fa4fa30c1872c322c6b08f2824c9dd6f7fe149b8aa21320ddceb77007cff75","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_b837cf45c0cf0f51789eb68dbbe3967742f680224bdf29d372557d17fdaf8223","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_b837cf45c0cf0f51789eb68dbbe3967742f680224bdf29d372557d17fdaf8223","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.onnx","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_c47447c8e22fe641c213896fd64bd32b91551c46a34bed9dbe495705d1909f63","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_c47447c8e22fe641c213896fd64bd32b91551c46a34bed9dbe495705d1909f63","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"model.safetensors","sizeBytes":86506420,"storageSizeBytes":86506420,"format":"safetensors","sha256":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_c47447c8e22fe641c213896fd64bd32b91551c46a34bed9dbe495705d1909f63","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_c47447c8e22fe641c213896fd64bd32b91551c46a34bed9dbe495705d1909f63","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_ac5dcc8957c6a29511621462359bc53bbdef648c3041bc57a14e00994e9feaa4","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_ac5dcc8957c6a29511621462359bc53bbdef648c3041bc57a14e00994e9feaa4","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"modeling_ced.py","sizeBytes":20075,"storageSizeBytes":20075,"format":"py","sha256":"c8a8e8b865e4e3dcebffefb40215d6778bfa380ecea388f11806e33521a29327","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5cf143e27beb593c7897d6e404b43f69e492925c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_ac5dcc8957c6a29511621462359bc53bbdef648c3041bc57a14e00994e9feaa4","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_ac5dcc8957c6a29511621462359bc53bbdef648c3041bc57a14e00994e9feaa4","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/modeling_ced.py","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_cb435f7d2af0797a0e62b95a23e8e6f9e50041f8338313f47c3f02e8e9e6331c","policyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","publicationId":"hbeol_cb435f7d2af0797a0e62b95a23e8e6f9e50041f8338313f47c3f02e8e9e6331c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"preprocessor_config.json","sizeBytes":384,"storageSizeBytes":384,"format":"json","sha256":"668fbf4f00f9e3915de04fc07a621434ef1746b933662840623a9701291ca55a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ad240a26a5fce2f861b26382f9b36b5a3b970fdf","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_cb435f7d2af0797a0e62b95a23e8e6f9e50041f8338313f47c3f02e8e9e6331c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:8f7cc04d1549a39abadcb41201fe45d2d53e7fac4a7f0f9bc9a72242c2dd686d","existingObjectRegistrationId":"hbeoa_cb435f7d2af0797a0e62b95a23e8e6f9e50041f8338313f47c3f02e8e9e6331c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/preprocessor_config.json","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"},"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":8,"publicFileCount":9,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-14T13:59:03.564Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-mispeech-ced-small","listedFileLowerBound":9,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":109355630,"label":"104.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4479,"upstreamStars":0,"label":"4.5K 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":"mispeech/ced-small"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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: mispeech/ced-small","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"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-mispeech-ced-small/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":8,"totalFiles":9,"externalFiles":1,"hostedBytes":109354111,"externalBytes":1519,"lowRiskExternalFiles":1,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":1,"directMirrorExternalBytes":1519,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":".gitattributes","sizeBytes":1519,"risk":"low","format":"gitattributes","overFileCap":false}]},"cardDescription":"Sorts audio into categories.","licenseLabel":"apache-2.0","recommendedFile":{"path":"model.safetensors","fileCount":1,"selectedSizeBytes":86506420,"files":[{"path":"model.safetensors","sizeBytes":86506420,"downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors"}],"sizeBytes":86506420,"storageSizeBytes":86506420,"hosted":true,"downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors"},"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/mispeech/ced-small","upstream":{"gated":false,"repoId":"mispeech/ced-small","private":false,"repoUrl":"https://huggingface.co/mispeech/ced-small","disabled":false,"provider":"huggingface","repoType":"model","revision":"06bb40c5ec089e96867ebc5246be02441f4a71e4","fetchedAt":"2026-10-10T07:57:53.154Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-10T07:57:53.154Z","revision":"06bb40c5ec089e96867ebc5246be02441f4a71e4"},"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":"2026-11-14T14:00:07.989Z","serveEvaluationId":"serve-5a95bfdd6e4766a60cde533a74b870fa17619e0d3ae8397757331f42a0f27bff","readiness":"ready","downloadReady":true,"mirroredBytes":109354111,"readinessCheckedAt":"2026-11-14T14:00:08.085Z","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":"2026-11-14T14:00:07.989Z","serveEvaluationId":"serve-5a95bfdd6e4766a60cde533a74b870fa17619e0d3ae8397757331f42a0f27bff","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":109354111,"readinessCheckedAt":"2026-11-14T14:00:07.989Z","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-mispeech-ced-small","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,"modelState":{"state":"ready","word":"Ready","sentence":"Files are hosted here and ready to download."},"pageFacts":{"id":"hf-model-mispeech-ced-small","repo":"mispeech/ced-small","type":"audio","purpose":"open-weights audio model for audio classification","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-classification","label":"audio classification"},"size":{"bytes":109355630,"label":"109.4 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":109354111,"hostedLabel":"109.4 MB","hostedSummary":"8 files, 109.4 MB","hostedIsSubset":true,"downloadBytes":86506420,"downloadLabel":"86.5 MB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":86506420,"label":"86.5 MB","variants":1,"basis":"caller-selected"},"parameters":null,"sentence":"Hosted here: 8 files, 109.4 MB. Full repo upstream: 109.4 MB. The recommended download, model.safetensors, is 86.5 MB."},"files":{"hosted":8,"total":9,"label":"8 hosted of 9 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-mispeech-ced-small","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:4a519891e26d8ef325b35cce4802b50f2a61741585282e5541afdcb010339642","value":"klcbqL47zXyc-RKL8ryMttacg_HuHv_UiewyK-j-7eWEun0a21RApTcTvuM6o4FkVQ-E8teKwd52bF2NU3FpBA","signed_at":"2026-11-14T14:00:08.264Z","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 (8 hosted files)","url":"/artifact/hf-model-mispeech-ced-small/files"},"released":{"iso":"2026-06-30","label":"Jun 30, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-03-30","label":"Mar 30, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/mispeech/ced-small","repoId":"mispeech/ced-small"},"languages":[],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":["2308.11957"],"arxivIds":["2308.11957"],"sameAs":["https://huggingface.co/mispeech/ced-small","https://arxiv.org/abs/2308.11957"],"creator":{"@type":"Organization","name":"mispeech","url":"https://huggingface.co/mispeech","sameAs":["https://huggingface.co/mispeech"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/2308.11957","identifier":"arXiv:2308.11957","url":"https://arxiv.org/abs/2308.11957","sameAs":"https://doi.org/10.48550/arXiv.2308.11957"}],"scanStatus":"pending","customRuntime":{"needs":true,"reason":"Uses custom model code (configuration_ced.py)","label":"Needs its own code to run","signals":[{"kind":"modeling-file","evidence":"configuration_ced.py"},{"kind":"custom-code-tag","evidence":"custom_code"}],"hasGguf":false},"faq":[{"id":"what-is-it","question":"What is mispeech/ced-small?","answer":"mispeech/ced-small is an open-weights audio model for audio classification published by mispeech, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for audio classification: mispeech/ced-small · transformers"},{"id":"license","question":"What license does mispeech/ced-small 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 mispeech/ced-small?","answer":"Hosted here: 8 files, 109.4 MB. Full repo upstream: 109.4 MB. The recommended download, model.safetensors, is 86.5 MB."},{"id":"download","question":"Where can I download mispeech/ced-small?","answer":"Hosted here: 8 files, 109.4 MB. Full repo upstream: 109.4 MB. The original release is at https://huggingface.co/mispeech/ced-small."},{"id":"safety","question":"Has mispeech/ced-small 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. 8 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-mispeech-ced-small/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will mispeech/ced-small 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":{"words":"ced-small is an open-weights audio model for audio classification. The primary file is model.safetensors (87 MB). The primary file needs about 1 GB free for the selected file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is a495e319a620. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.","metaDescription":"ced-small · 87 MB · ~1 GB RAM · License: Apache 2.0 · SHA-256 a495e319a620 · Download available"},"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-mispeech-ced-small","repo":"mispeech/ced-small","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":{"path":"model.safetensors","fileName":"model.safetensors","sha256":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71","bytes":86506420,"sizeLabel":"86.5 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors"},"noHostedWeights":false,"notSingleFile":false,"download":{"available":true,"url":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors","sizeLabel":"87 MB","bytes":86506420,"fileCount":1,"files":[{"path":"model.safetensors","fileName":"model.safetensors","sha256":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71","bytes":86506420,"sizeLabel":"86.5 MB","needGb":null,"downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.safetensors"}],"sha256":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71"},"otherFiles":[{"path":"README.md","fileName":"README.md","sha256":"abadd277170322483db97cb726a566b3e3290d58a4016ed08e0c61c93250c146","sizeLabel":"3.41 KB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/README.md"},{"path":"config.json","fileName":"config.json","sha256":"8b76f3ed8b7a443cbcc7d124d23c7faf222e690f338e4753920697282978cac9","sizeLabel":"25.1 KB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/config.json"},{"path":"configuration_ced.py","fileName":"configuration_ced.py","sha256":"147ac3602c1b35c3309d68575e3f19eb22cc2afe088897397991613e68a82a64","sizeLabel":"6.75 KB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/configuration_ced.py"},{"path":"feature_extraction_ced.py","fileName":"feature_extraction_ced.py","sha256":"d2eff0a8cbc563196f8ccef4180d9e9299d643bfee087a545e97e9c4a9e64cb4","sizeLabel":"6.48 KB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/feature_extraction_ced.py"},{"path":"model.onnx","fileName":"model.onnx","sha256":"18fa4fa30c1872c322c6b08f2824c9dd6f7fe149b8aa21320ddceb77007cff75","sizeLabel":"22.8 MB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/model.onnx"},{"path":"modeling_ced.py","fileName":"modeling_ced.py","sha256":"c8a8e8b865e4e3dcebffefb40215d6778bfa380ecea388f11806e33521a29327","sizeLabel":"20.1 KB","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/modeling_ced.py"},{"path":"preprocessor_config.json","fileName":"preprocessor_config.json","sha256":"668fbf4f00f9e3915de04fc07a621434ef1746b933662840623a9701291ca55a","sizeLabel":"384 bytes","downloadUrl":"/api/downloads/hf-model-mispeech-ced-small/preprocessor_config.json"}],"run":{"available":false,"reason":"non-gguf-no-one-liner-yet","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":"Bytes checked · not run here yet"},"paused":{"active":false},"blocked":{"active":false},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":8,"totalFiles":9},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-14T14:00:08.273Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":109354111,"readinessCheckedAt":"2026-11-14T14:00:08.274Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T14:00:08.274Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"}},"howToRun":{"schema":"hugging-bay.how-to-run.v1","available":true,"runtime":"transformers","command":"python -c 'from transformers import AutoModel; m = AutoModel.from_pretrained(\"mispeech/ced-small\"); print(type(m).__name__)'","file":{"path":"model.safetensors","sha256":"a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71","sizeBytes":86506420},"minimumRamGb":1,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mispeech-ced-small/model.safetensors","downloadCommand":"curl -fL -o 'model.safetensors' 'https://huggingbay.xyz/api/downloads/hf-model-mispeech-ced-small/model.safetensors'","verifyCommand":"echo 'a495e319a620dec4c8b7ca7bb927667ed68169a9efc1a943ccbf5d5c6f9c0c71  model.safetensors' | shasum -a 256 -c -","downloadUrlNote":"Stable URL. Each GET re-checks the file and redirects to a signed link that lasts at most 300 seconds; open it again for a fresh link.","filesUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-mispeech-ced-small/files","tested":false,"note":"This command fetches the repo from Hugging Face (config and tokenizer too); it does not use the hashed file above. List the files at filesUrl. minimumRamGb is an estimate from the file size (file at most 0.6 x memory), not a measurement."},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling audio.","confidence":"medium","task":"audio-classification","audience":null,"basis":"recorded-metadata","rules":["task:audio-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"audio-classification"},{"field":"cardMetadata.pipelineTag","value":"audio-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":109355630,"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":"mispeech/ced-small"}},"customRuntime":{"needs":true,"reason":"Uses custom model code (configuration_ced.py)","label":"Needs its own code to run","signals":[{"kind":"modeling-file","evidence":"configuration_ced.py"},{"kind":"custom-code-tag","evidence":"custom_code"}],"hasGguf":false},"runs_here":{"schema_version":1,"artifact_id":"hf-model-mispeech-ced-small","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-mispeech-ced-small","revision":"06bb40c5ec089e96867ebc5246be02441f4a71e4","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":"2026-11-14T14:00:08.085Z","evidence_url":"/api/manifests/hf-model-mispeech-ced-small"}}