Pith Number

pith:INO4DLMQ

pith:2016:INO4DLMQNZVATFM4VDE2XJEB33

not attested not anchored not stored refs pending

AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech

Brian Patton, D. Sculley, Kevin Wilson, Michael Terry, Rif A. Saurous, Yannis Agiomyrgiannakis

arxiv:1611.09207 v1 · 2016-11-28 · cs.CL · cs.LG · stat.ML

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

Cited by

1 paper in Pith

Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound

Receipt and verification

First computed	2026-05-18T00:56:28.816028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

435dc1ad906e6a09959ca8c9aba481dec36231297cba39d35c7ef91bc05914fb

Aliases

arxiv: 1611.09207 · arxiv_version: 1611.09207v1 · doi: 10.48550/arxiv.1611.09207

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/INO4DLMQNZVATFM4VDE2XJEB33 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 435dc1ad906e6a09959ca8c9aba481dec36231297cba39d35c7ef91bc05914fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b53fc72c694336ca2b9e1247241a6cc71224ac4fbf3c619d2060f20c64808c11",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-11-28T15:51:25Z",
    "title_canon_sha256": "7b518e5099dbe023b864c516e2ea09cf7c00930b828a17d0a79a28aef5881ad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.09207",
    "kind": "arxiv",
    "version": 1
  }
}