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Pith Number

pith:2VT4JDVH

pith:2021:2VT4JDVHSZX7S4ZTPZR2T36WGP
not attested not anchored not stored refs pending

SUPERB: Speech processing Universal PERformance Benchmark

Abdelrahman Mohamed, Andy T. Liu, Cheng-I Jeff Lai, Da-Rong Liu, Guan-Ting Lin, Hung-yi Lee, Jiatong Shi, Ko-tik Lee, Kushal Lakhotia, Po-Han Chi, Shang-Wen Li, Shinji Watanabe, Shu-wen Yang, Shuyan Dong, Tzu-hsien Huang, Wei-Cheng Tseng, Xuankai Chang, Yist Y. Lin, Yung-Sung Chuang, Zili Huang

arxiv:2105.01051 v4 · 2021-05-03 · cs.CL · 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{2VT4JDVHSZX7S4ZTPZR2T36WGP}

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.

Cited by

18 papers in Pith

MSU-Bench: Towards Speaker-Centric Understanding in Conversational Multi-Speaker Scenarios
End-to-End Voice Intent Recognition for Spontaneous Human-Drone Interaction with Naive Users
Impact Analysis of Speech Representation Learning Models for Acoustic Side-Channel Attack
S-JEPA : Soft Clustering Anchors for Self-Supervised Speech Representation Learning
SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails
Receipt and verification
First computed 2026-07-05T03:23:10.133825Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d567c48ea7966ff973337e63a9efd633eb6ac2ad00de91e65424d8c6bdf09ae4

Aliases

arxiv: 2105.01051 · arxiv_version: 2105.01051v4 · doi: 10.48550/arxiv.2105.01051 · pith_short_12: 2VT4JDVHSZX7 · pith_short_16: 2VT4JDVHSZX7S4ZT · pith_short_8: 2VT4JDVH
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/2VT4JDVHSZX7S4ZTPZR2T36WGP \
  | 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: d567c48ea7966ff973337e63a9efd633eb6ac2ad00de91e65424d8c6bdf09ae4
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "7dfff9540248c6d7fc1d5032d8c31d6ab9e0590773532b269ff743972978c8e7",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-05-03T17:51:09Z",
    "title_canon_sha256": "fce8d21e4e7a2a3271bc6fc2f53442cd1158f7ef2e28829d85584ab404e7304c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.01051",
    "kind": "arxiv",
    "version": 4
  }
}