Pith Number

pith:PSOFMZP3

pith:2024:PSOFMZP3TXZQM4AECCA23E6WSS

not attested not anchored not stored refs pending

Complexity boosted adaptive training for better low resource ASR performance

Biao Li, Hongxuan Lu, Shenjian Wang

arxiv:2412.00877 v1 · 2024-12-01 · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PSOFMZP3TXZQM4AECCA23E6WSS}

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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

Complexity boosted adaptive training for better low resource ASR performance

Receipt and verification

First computed	2026-07-05T09:42:49.732400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c9c5665fb9df30670041081ad93d694b0718cf929a56130f425ba534da1dee1

Aliases

arxiv: 2412.00877 · arxiv_version: 2412.00877v1 · doi: 10.48550/arxiv.2412.00877 · pith_short_12: PSOFMZP3TXZQ · pith_short_16: PSOFMZP3TXZQM4AE · pith_short_8: PSOFMZP3

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/PSOFMZP3TXZQM4AECCA23E6WSS \
  | 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: 7c9c5665fb9df30670041081ad93d694b0718cf929a56130f425ba534da1dee1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5073fa330393e3dd015395e35b26641525a94079bf8a0841dfe56436fc82278d",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-12-01T16:32:49Z",
    "title_canon_sha256": "a0f7bd0f9e4828da54f5bfe195346a5e1b4cdea949dbfd07f553f2a6134745a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00877",
    "kind": "arxiv",
    "version": 1
  }
}