Pith Number

pith:BME5AVU7

pith:2024:BME5AVU7J2KSSWJEU546VY5XHF

not attested not anchored not stored refs pending

Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning

Haizhou Li, Kong Aik Lee, Shuai Wang, Yanmin Qian, Zhengyang Chen

arxiv:2407.15188 v2 · 2024-07-21 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BME5AVU7J2KSSWJEU546VY5XHF}

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	2026-07-05T09:30:19.241621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b09d0569f4e95295924a779eae3b739647f7af8a4e1c1d4cb810750171620a9

Aliases

arxiv: 2407.15188 · arxiv_version: 2407.15188v2 · doi: 10.48550/arxiv.2407.15188 · pith_short_12: BME5AVU7J2KS · pith_short_16: BME5AVU7J2KSSWJE · pith_short_8: BME5AVU7

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/BME5AVU7J2KSSWJEU546VY5XHF \
  | 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: 0b09d0569f4e95295924a779eae3b739647f7af8a4e1c1d4cb810750171620a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f54e468087e79dd779c53548bd9538cbf583966e299783cd611b61b859a4962c",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-07-21T14:54:54Z",
    "title_canon_sha256": "c61b3a41630c7c4530a2cb65bb866b419b3acad5eb006ec1a4644cf3039c1caf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15188",
    "kind": "arxiv",
    "version": 2
  }
}