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pith:C7FS43ZY

pith:2025:C7FS43ZY7FEVE25KVLRGUPIPEH
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Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models

Arushi Goel, Bryan Catanzaro, Chao-Han Huck Yang, Dinesh Manocha, Jaehyeon Kim, Rafael Valle, Ramani Duraiswami, Sang-gil Lee, Sonal Kumar, Sreyan Ghosh, Zhifeng Kong

Audio Flamingo 3 is a fully open large audio-language model that sets new state-of-the-art results on over twenty audio understanding and reasoning benchmarks using only open-source data.

arxiv:2507.08128 v2 · 2025-07-10 · cs.SD · cs.AI · cs.CL · eess.AS

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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Claims

C1strongest claim

AF3 achieves new SOTA results on over 20+ (long) audio understanding and reasoning benchmarks, surpassing both open-weight and closed-source models trained on much larger datasets.

C2weakest assumption

That the newly introduced datasets and five-stage curriculum produce genuine generalization rather than benchmark-specific gains, and that all comparisons use identical evaluation protocols without undisclosed advantages.

C3one line summary

Audio Flamingo 3 introduces an open large audio-language model achieving new state-of-the-art results on over 20 audio understanding and reasoning benchmarks using a unified encoder and curriculum training on open data.

References

208 extracted · 208 resolved · 21 Pith anchors

[1] Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs 2025 · arXiv:2503.01743
[2] YouTube-8M: A Large-Scale Video Classification Benchmark 2016 · arXiv:1609.08675
[3] MusicLM: Generating Music From Text 2023 · arXiv:2301.11325
[4] Seed-TTS: A Family of High-Quality Versatile Speech Generation Models 2024 · arXiv:2406.02430
[5] R. Ardila, M. Branson, K. Davis, M. Henretty, M. Kohler, J. Meyer, R. Morais, L. Saunders, F. M. Tyers, and G. Weber. Common voice: A massively-multilingual speech corpus. In Proceedings of the 12th C 2020

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Cited by

29 papers in Pith

Receipt and verification
First computed 2026-05-17T23:38:53.661752Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

17cb2e6f38f949526baaaae26a3d0f21c85d4357d9b547c106780a44c96b2fb1

Aliases

arxiv: 2507.08128 · arxiv_version: 2507.08128v2 · doi: 10.48550/arxiv.2507.08128 · pith_short_12: C7FS43ZY7FEV · pith_short_16: C7FS43ZY7FEVE25K · pith_short_8: C7FS43ZY
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C7FS43ZY7FEVE25KVLRGUPIPEH \
  | 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: 17cb2e6f38f949526baaaae26a3d0f21c85d4357d9b547c106780a44c96b2fb1
Canonical record JSON
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    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-10T19:40:21Z",
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