Pith Number

pith:TCKR2LVM

pith:2020:TCKR2LVMRFPJC3IFCVOG6M4KR3

not attested not anchored not stored refs pending

Improved RawNet with Feature Map Scaling for Text-independent Speaker Verification using Raw Waveforms

Ha-Jin Yu, Hye-Jin Shim, Jee-weon Jung, Ju-ho Kim, Seung-Bin Kim

arxiv:2004.00526 v2 · 2020-04-01 · eess.AS · cs.CL · cs.SD

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TCKR2LVMRFPJC3IFCVOG6M4KR3}

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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

2 papers in Pith

Audio Spoof Detection with GaborNet

Time-Domain Voice Identity Morphing (TD-VIM): A Signal-Level Approach to Morphing Attacks on Speaker Verification Systems

Receipt and verification

First computed	2026-07-05T01:01:03.212489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98951d2eac895e916d05155c6f338a8ee39f9c3b5297a0fe4ae3119c300ec8a7

Aliases

arxiv: 2004.00526 · arxiv_version: 2004.00526v2 · doi: 10.48550/arxiv.2004.00526 · pith_short_12: TCKR2LVMRFPJ · pith_short_16: TCKR2LVMRFPJC3IF · pith_short_8: TCKR2LVM

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/TCKR2LVMRFPJC3IFCVOG6M4KR3 \
  | 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: 98951d2eac895e916d05155c6f338a8ee39f9c3b5297a0fe4ae3119c300ec8a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b9e156675b88626201d32934c41f708a79b658bd8aa60251066e3cbb58436f9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-04-01T15:51:56Z",
    "title_canon_sha256": "0ffd0c16373295d779486efea7cd313d08013ac544a33a035914fcaed4bf3958"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.00526",
    "kind": "arxiv",
    "version": 2
  }
}