Pith Number

pith:24I6DOP7

pith:2024:24I6DOP73JTXHPTUQ4GVMMYRPM

not attested not anchored not stored refs pending

Mamba in Speech: Towards an Alternative to Self-Attention

Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Hexin Liu, Julien Epps, Qiquan Zhang, Tianyi Xiao, Xiangyu Zhang, Xinyuan Qian

arxiv:2405.12609 v6 · 2024-05-21 · 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{24I6DOP73JTXHPTUQ4GVMMYRPM}

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.

Cited by

3 papers in Pith

A Survey of Mamba

An Exploration of Mamba for Speech Self-Supervised Models

State Space Models for Bioacoustics: A Comparative Evaluation with Transformers

Receipt and verification

First computed	2026-07-05T10:54:33.617103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d711e1b9ffda6773be74870d5633117b3c4893e2e07e84c6f289606f4399c853

Aliases

arxiv: 2405.12609 · arxiv_version: 2405.12609v6 · doi: 10.48550/arxiv.2405.12609 · pith_short_12: 24I6DOP73JTX · pith_short_16: 24I6DOP73JTXHPTU · pith_short_8: 24I6DOP7

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/24I6DOP73JTXHPTUQ4GVMMYRPM \
  | 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: d711e1b9ffda6773be74870d5633117b3c4893e2e07e84c6f289606f4399c853

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91daaece520bfa978837348b1e99c7ce51ec5ce912044af726728b88333481f2",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-05-21T09:04:48Z",
    "title_canon_sha256": "1df2f764ec797449f9a2900f81703bdfbc09e1ef637c2194ff9a2bf33b0eb7a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12609",
    "kind": "arxiv",
    "version": 6
  }
}