Pith Number

pith:6ULZWGO6

pith:2022:6ULZWGO6NEWHVWUBDUPCL3KB44

not attested not anchored not stored refs pending

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era

Andreas Triantafyllopoulos, Bj\"orn W. Schuller, Elisabeth Andr\'e, G\"ok\c{c}e \.Iymen, Jianhua Tao, Metin Sezgin, Panagiotis Tzirakis, Ruibo Fu, Shuo Liu, Silvan Mertes, Xiangheng He, Zijiang Yang

arxiv:2210.03538 v1 · 2022-10-06 · cs.SD · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6ULZWGO6NEWHVWUBDUPCL3KB44}

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	2026-07-05T05:50:09.235044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5179b19de692c7ada811d1e25ed41e73d4e466bd1e2c8734945bd1d83d7a1a9

Aliases

arxiv: 2210.03538 · arxiv_version: 2210.03538v1 · doi: 10.48550/arxiv.2210.03538 · pith_short_12: 6ULZWGO6NEWH · pith_short_16: 6ULZWGO6NEWHVWUB · pith_short_8: 6ULZWGO6

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/6ULZWGO6NEWHVWUBDUPCL3KB44 \
  | 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: f5179b19de692c7ada811d1e25ed41e73d4e466bd1e2c8734945bd1d83d7a1a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa82a2f3daa2fc72522d10f42c81356c195a65b8e344471cf1100bd7bece3e72",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-10-06T13:55:59Z",
    "title_canon_sha256": "30acfc2a9e544987cf4ad31787dbd57c05f0b1ceed74c2c3e7c64cc1cf44705e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03538",
    "kind": "arxiv",
    "version": 1
  }
}