Pith Number

pith:DYJIMOPI

pith:2020:DYJIMOPIV6PUCEFRI6RK4POACZ

not attested not anchored not stored refs pending

An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

Daniel Michelsanti, Dong Yu, Jesper Jensen, Meng Yu, Shi-Xiong Zhang, Yong Xu, Zheng-Hua Tan

arxiv:2008.09586 v2 · 2020-08-21 · eess.AS · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DYJIMOPIV6PUCEFRI6RK4POACZ}

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	2026-07-05T02:22:37.774078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e128639e8af9f4110b147a2ae3dc0164aac5d029833fc275fec69c879ba4517

Aliases

arxiv: 2008.09586 · arxiv_version: 2008.09586v2 · doi: 10.48550/arxiv.2008.09586 · pith_short_12: DYJIMOPIV6PU · pith_short_16: DYJIMOPIV6PUCEFR · pith_short_8: DYJIMOPI

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/DYJIMOPIV6PUCEFRI6RK4POACZ \
  | 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: 1e128639e8af9f4110b147a2ae3dc0164aac5d029833fc275fec69c879ba4517

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce98e68e2ef3527bd2375a0243f7aa7e2a4cf9cc9ccbfc94ea4bccd91d70778d",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-08-21T17:24:09Z",
    "title_canon_sha256": "48e53f4d6c4aa920c7b0d57892a4f653df38b27d775b7c482f7a7c3fef94e4c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.09586",
    "kind": "arxiv",
    "version": 2
  }
}