Pith Number

pith:VSBLV4QX

pith:2023:VSBLV4QXIJP2XC3KG32AZS6ZWJ

not attested not anchored not stored refs pending

Are Soft Prompts Good Zero-shot Learners for Speech Recognition?

Bin Ma, Chongjia Ni, Chong Zhang, Dianwen Ng, Eng Siong Chng, Fabian Ritter-Gutierrez, Ruixi Zhang, Shengkui Zhao, Trung Hieu Nguyen, Yukun Ma

arxiv:2309.09413 v1 · 2023-09-18 · cs.SD · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSBLV4QXIJP2XC3KG32AZS6ZWJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T06:51:38.719634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac82baf217425fab8b6a36f40ccbd9b278914c6e3b77acccb178462c22106de3

Aliases

arxiv: 2309.09413 · arxiv_version: 2309.09413v1 · doi: 10.48550/arxiv.2309.09413 · pith_short_12: VSBLV4QXIJP2 · pith_short_16: VSBLV4QXIJP2XC3K · pith_short_8: VSBLV4QX

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/VSBLV4QXIJP2XC3KG32AZS6ZWJ \
  | 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: ac82baf217425fab8b6a36f40ccbd9b278914c6e3b77acccb178462c22106de3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5629fd27fd0772f1a3502cbee6edb656f1577f7458b8f293a2087f8d7beceace",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-09-18T01:00:40Z",
    "title_canon_sha256": "9024262971af03a81def6a18686bbd42ff231812dc2ac7c03d453987ca6a224e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09413",
    "kind": "arxiv",
    "version": 1
  }
}