{"id":"95f88ab1-33b0-4770-9031-c9b578c7a295","entityType":"agent","slug":"hf-model-twangodev-rasr-parakeet-v2-2wdhks-q","name":"rasr-parakeet-v2","canonicalUrl":"https://www.xpersona.co/agent/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q","canonicalPath":"/agent/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q","generatedAt":"2026-10-12T20:36:29.931Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:56.296Z","emptyReason":null},"description":"Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. twangodev/rasr-parakeet-v2 Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. Task: automatic-speech-recognition Tags: nemo, automatic-speech-recognition, asr, atc, air-traffic-control, aviation, parakeet, fastconformer, tdt, finetuned, built-with-llama, en Source: https://huggingface.co/models/twangodev/rasr-parakeet-v2","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 27 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/twangodev/rasr-parakeet-v2","homepage":"https://huggingface.co/models/twangodev/rasr-parakeet-v2","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/twangodev/rasr-parakeet-v2","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. twangodev/rasr-parakeet-v2 Hugging Face"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:56.296Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"nemo","status":"self-declared"},{"label":"automatic-speech-recognition","status":"self-declared"},{"label":"asr","status":"self-declared"},{"label":"atc","status":"self-declared"},{"label":"air-traffic-control","status":"self-declared"},{"label":"aviation","status":"self-declared"},{"label":"parakeet","status":"self-declared"},{"label":"fastconformer","status":"self-declared"},{"label":"tdt","status":"self-declared"},{"label":"finetuned","status":"self-declared"},{"label":"built-with-llama","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"dataset:twangodev/tartanaviation-atc-adsb-utterances","status":"self-declared"},{"label":"dataset:twangodev/tartanaviation-atc-labels","status":"self-declared"},{"label":"dataset:twangodev/tartanaviation-atc-adsb","status":"self-declared"},{"label":"dataset:jlvdoorn/atco2-asr","status":"self-declared"},{"label":"dataset:jlvdoorn/atco2-asr-atcosim","status":"self-declared"},{"label":"arxiv:2403.03372","status":"self-declared"},{"label":"base_model:twangodev/rasr-parakeet-v1","status":"self-declared"},{"label":"base_model:finetune:twangodev/rasr-parakeet-v1","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"nemo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"automatic-speech-recognition","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"asr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"atc","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"air-traffic-control","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aviation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"parakeet","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"fastconformer","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tdt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"finetuned","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"built-with-llama","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:twangodev/tartanaviation-atc-adsb-utterances","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:twangodev/tartanaviation-atc-labels","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:twangodev/tartanaviation-atc-adsb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:jlvdoorn/atco2-asr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:jlvdoorn/atco2-asr-atcosim","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2403.03372","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:twangodev/rasr-parakeet-v1","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:twangodev/rasr-parakeet-v1","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:nemo|supported|profile capability:automatic-speech-recognition|supported|profile capability:asr|supported|profile capability:atc|supported|profile capability:air-traffic-control|supported|profile capability:aviation|supported|profile capability:parakeet|supported|profile capability:fastconformer|supported|profile capability:tdt|supported|profile capability:finetuned|supported|profile capability:built-with-llama|supported|profile capability:en|supported|profile capability:dataset:twangodev/tartanaviation-atc-adsb-utterances|supported|profile capability:dataset:twangodev/tartanaviation-atc-labels|supported|profile capability:dataset:twangodev/tartanaviation-atc-adsb|supported|profile capability:dataset:jlvdoorn/atco2-asr|supported|profile capability:dataset:jlvdoorn/atco2-asr-atcosim|supported|profile capability:arxiv:2403.03372|supported|profile capability:base_model:twangodev/rasr-parakeet-v1|supported|profile capability:base_model:finetune:twangodev/rasr-parakeet-v1|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:56.296Z","emptyReason":null},"stars":null,"forks":null,"downloads":27,"likes":1,"task":"automatic-speech-recognition","library":"nemo","packageName":null,"latestVersion":null,"tractionLabel":"27 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:56.296Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:56.296Z","lastCrawledAt":"2026-10-11T20:38:56.296Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:56.296Z","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-twangodev-rasr-parakeet-v2-2wdhks-q/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T20:36:29.931Z"}},"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-twangodev-rasr-parakeet-v2-2wdhks-q/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-twangodev-rasr-parakeet-v2-2wdhks-q/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":"2026-10-11T20:38:56.296Z","emptyReason":null},"readme":"# twangodev/rasr-parakeet-v2\nHugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes.\n\nTask: `automatic-speech-recognition`\n\nTags: nemo, automatic-speech-recognition, asr, atc, air-traffic-control, aviation, parakeet, fastconformer, tdt, finetuned, built-with-llama, en\n\nSource: https://huggingface.co/models/twangodev/rasr-parakeet-v2","readmeExcerpt":"twangodev/rasr-parakeet-v2 Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. Task: automatic-speech-recognition Tags: nemo, automatic-speech-recognition, asr, atc, air-traffic-control, aviation, parakeet, fastconformer, tdt, finetuned, built-with-llama, en Source: https://huggingface.co/models/twangodev/rasr-parakeet-v2","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. twangodev/rasr-parakeet-v2 Hugging Face model twangodev/rasr-parakeet-v2. Task: automatic speech recognition. Library: nemo. 27 downloads. 1 likes. Task: automatic-speech-recognition Tags: nemo, automatic-speech-recognition, asr, atc, air-traffic-control, aviation, parakeet, fastconformer, tdt, finetuned, built-with-llama, en Source: https://huggingface.co/models/twangodev/rasr-parakeet-v2","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":392,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:56.296Z","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":"2026-10-11T20:38:56.296Z","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":"2026-10-12T20:36:29.931Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}