{"id":"e342034a-ca5a-4284-9c52-7c181207537f","entityType":"agent","slug":"hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17","name":"espnet3_lid_voxlingua107_mms_ecapa","canonicalUrl":"https://www.xpersona.co/agent/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17","canonicalPath":"/agent/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17","generatedAt":"2026-10-15T00:29:47.867Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":null},"description":"Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. shun3232/espnet3_lid_voxlingua107_mms_ecapa Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. Task: audio-classification Tags: espnet, espnet3, language-identification, voxlingua107, mms, audio-classification, abk, afr, amh, ara, asm, aze Source: https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 20 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","homepage":"https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","kind":"source"}],"safetyScore":80,"overallRank":33,"popularityScore":16,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. shun3232/espnet3_lid_voxlingua107_mms"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"espnet","status":"self-declared"},{"label":"espnet3","status":"self-declared"},{"label":"language-identification","status":"self-declared"},{"label":"voxlingua107","status":"self-declared"},{"label":"mms","status":"self-declared"},{"label":"audio-classification","status":"self-declared"},{"label":"abk","status":"self-declared"},{"label":"afr","status":"self-declared"},{"label":"amh","status":"self-declared"},{"label":"ara","status":"self-declared"},{"label":"asm","status":"self-declared"},{"label":"aze","status":"self-declared"},{"label":"bak","status":"self-declared"},{"label":"bel","status":"self-declared"},{"label":"ben","status":"self-declared"},{"label":"bod","status":"self-declared"},{"label":"bos","status":"self-declared"},{"label":"bre","status":"self-declared"},{"label":"bul","status":"self-declared"},{"label":"cat","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"espnet","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"espnet3","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"language-identification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"voxlingua107","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mms","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"audio-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"abk","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"afr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"amh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ara","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"asm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aze","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bak","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bel","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ben","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bod","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bos","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bre","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bul","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"cat","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:espnet|supported|profile capability:espnet3|supported|profile capability:language-identification|supported|profile capability:voxlingua107|supported|profile capability:mms|supported|profile capability:audio-classification|supported|profile capability:abk|supported|profile capability:afr|supported|profile capability:amh|supported|profile capability:ara|supported|profile capability:asm|supported|profile capability:aze|supported|profile capability:bak|supported|profile capability:bel|supported|profile capability:ben|supported|profile capability:bod|supported|profile capability:bos|supported|profile capability:bre|supported|profile capability:bul|supported|profile capability:cat|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":null},"stars":null,"forks":null,"downloads":20,"likes":0,"task":"audio-classification","library":"espnet","packageName":null,"latestVersion":null,"tractionLabel":"20 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:52.767Z","lastCrawledAt":"2026-10-11T20:39:52.767Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:52.767Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-15T00:29:47.867Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-shun3232-espnet3-lid-voxlingua107-mms-ecapa-1rfvf6p-17/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":null},"readme":"# shun3232/espnet3_lid_voxlingua107_mms_ecapa\nHugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads.\n\nTask: `audio-classification`\n\nTags: espnet, espnet3, language-identification, voxlingua107, mms, audio-classification, abk, afr, amh, ara, asm, aze\n\nSource: https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","readmeExcerpt":"shun3232/espnet3_lid_voxlingua107_mms_ecapa Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. Task: audio-classification Tags: espnet, espnet3, language-identification, voxlingua107, mms, audio-classification, abk, afr, amh, ara, asm, aze Source: https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. shun3232/espnet3_lid_voxlingua107_mms_ecapa Hugging Face model shun3232/espnet3_lid_voxlingua107_mms_ecapa. Task: audio classification. Library: espnet. 20 downloads. Task: audio-classification Tags: espnet, espnet3, language-identification, voxlingua107, mms, audio-classification, abk, afr, amh, ara, asm, aze Source: https://huggingface.co/models/shun3232/espnet3_lid_voxlingua107_mms_ecapa","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":409,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:52.767Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-15T00:29:47.867Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}