Pith Number

pith:PFCDVVMV

pith:2024:PFCDVVMVXBIQ5NDUE4DIRNDJH3

not attested not anchored not stored refs pending

ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers

Enmao Diao, Yuzhe Gu

arxiv:2404.19441 v3 · 2024-04-30 · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{PFCDVVMVXBIQ5NDUE4DIRNDJH3}

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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

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Benchmarking Neural Speech Compression from a Rate-Distortion Perspective

Receipt and verification

First computed	2026-07-05T09:15:10.183888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79443ad595b8510eb474270688b4693efb62cdb2668e1ac6ae9badcb563ea1fa

Aliases

arxiv: 2404.19441 · arxiv_version: 2404.19441v3 · doi: 10.48550/arxiv.2404.19441 · pith_short_12: PFCDVVMVXBIQ · pith_short_16: PFCDVVMVXBIQ5NDU · pith_short_8: PFCDVVMV

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/PFCDVVMVXBIQ5NDUE4DIRNDJH3 \
  | 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: 79443ad595b8510eb474270688b4693efb62cdb2668e1ac6ae9badcb563ea1fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fb04ed21c0def13a79595f7ca14211db7e2b299762ecfe179397c750e69eab4",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-04-30T10:44:33Z",
    "title_canon_sha256": "97a0fe34e32eb42629c9a0634ea15e26b8a0ab62fbdd6a338dcf24c2baeaf6e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19441",
    "kind": "arxiv",
    "version": 3
  }
}