Pith Number

pith:XM2MVCYJ

pith:2023:XM2MVCYJIGMUJZ5CZ6NSHILO6N

not attested not anchored not stored refs pending

CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Hui Wang, Luyao Cheng, Qian Chen, Siqi Zheng, Yafeng Chen

arxiv:2303.00332 v3 · 2023-03-01 · 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{XM2MVCYJIGMUJZ5CZ6NSHILO6N}

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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

9 papers in Pith

Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis

DRL-CLBA: A Clean Label Backdoor Attack for Speech Classification via DDPG Reinforcement Learning

Pmeta-TLA: Backdoor Attacks for Speech Classification Models via Meta-Learning with Timbre Leakage Attack

Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue

Receipt and verification

First computed	2026-07-05T06:21:15.950798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb34ca8b09419944e7a2cf9b23a16ef37e90656b51870bf29d956ece893875f7

Aliases

arxiv: 2303.00332 · arxiv_version: 2303.00332v3 · doi: 10.48550/arxiv.2303.00332 · pith_short_12: XM2MVCYJIGMU · pith_short_16: XM2MVCYJIGMUJZ5C · pith_short_8: XM2MVCYJ

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/XM2MVCYJIGMUJZ5CZ6NSHILO6N \
  | 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: bb34ca8b09419944e7a2cf9b23a16ef37e90656b51870bf29d956ece893875f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df39df7e3cfb917cf12f289c79e279757764942aadb1723bbabe69381b1b87ad",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-03-01T08:50:31Z",
    "title_canon_sha256": "c09a3681c76a7e1ae255a0c0650516b639ef93cc7698fc8775c82745b91f8d88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.00332",
    "kind": "arxiv",
    "version": 3
  }
}