Paper Citation Record · LEDGER

Sparks of Large Audio Models: A Survey and Outlook

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2308.12792.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2308.12792 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:59:02.087260Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-22T20:45:08.153364Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d0ea79f4-c8d4-4ab4-843d-bd20c128ea11 · inbound

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System? cites this paper.

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System? Sparks of Large Audio Models: A Survey and Outlook

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-11T04:45:04.504086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b48b721-800e-443b-ad35-198a71042cd6 · inbound

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey cites this paper.

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Sparks of Large Audio Models: A Survey and Outlook

Reference 217

Resolution: unresolved; no resolver link, observed 2026-08-11T14:59:02.087260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8799987d-4c64-45a9-be1c-410a45cd3d9c · inbound

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison cites this paper.

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison Sparks of Large Audio Models: A Survey and Outlook

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T22:18:01.658865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5586769-663d-4e7a-8a58-853b186df7fa · inbound

From Screens to Scenes: A Survey of Embodied AI in Healthcare cites this paper.

From Screens to Scenes: A Survey of Embodied AI in Healthcare Sparks of Large Audio Models: A Survey and Outlook

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-10T20:43:10.250689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 348d5f4f-9348-4e04-bbce-ceabc736624b · inbound

On The Landscape of Spoken Language Models: A Comprehensive Survey cites this paper.

On The Landscape of Spoken Language Models: A Comprehensive Survey Sparks of Large Audio Models: A Survey and Outlook

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T20:45:08.156543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 25ba0e21-4489-4a94-aef1-40529f76f3ca · inbound

Probing the Robustness Properties of Neural Speech Codecs cites this paper.

Probing the Robustness Properties of Neural Speech Codecs Sparks of Large Audio Models: A Survey and Outlook

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:31:36.944186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81e8bff-6915-42ea-a251-eb248a06c311 · inbound

XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs cites this paper.

XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs Sparks of Large Audio Models: A Survey and Outlook

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:35.148862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d309b6-211e-4ad6-974a-af2093367958 · inbound

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents cites this paper.

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents Sparks of Large Audio Models: A Survey and Outlook

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T17:45:45.100086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52fed0d3-eb66-4725-b249-4535076df960 · inbound

Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan cites this paper.

Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan Sparks of Large Audio Models: A Survey and Outlook

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:49:51.515683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2b93cb-934e-4adc-9cc4-32e48ebf169d · inbound

Via Score to Performance: Efficient Human-Controllable Long Song Generation with Bar-Level Symbolic Notation cites this paper.

Via Score to Performance: Efficient Human-Controllable Long Song Generation with Bar-Level Symbolic Notation Sparks of Large Audio Models: A Survey and Outlook

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:56.898532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e380dfc-05f5-4624-8b86-ba2db684e2f1 · inbound

Game-Time: Evaluating Temporal Dynamics in Spoken Language Models cites this paper.

Game-Time: Evaluating Temporal Dynamics in Spoken Language Models Sparks of Large Audio Models: A Survey and Outlook

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T11:52:35.681744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b5d64a3-e72e-4c99-85af-ec6faa9844d4 · inbound

Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs cites this paper.

Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs Sparks of Large Audio Models: A Survey and Outlook

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:51:17.776305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a84b826-a364-475a-8450-b2583259cb58 · inbound

Generative AI in Signal Processing Education: An Audio Foundation Model Based Approach cites this paper.

Generative AI in Signal Processing Education: An Audio Foundation Model Based Approach Sparks of Large Audio Models: A Survey and Outlook

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:47:37.375859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c77c32c-4c42-4db6-93c0-c645629de473 · inbound

Heterogeneity-Aware Dataset Scheduling for Efficient Audio Large Language Model Training cites this paper.

Heterogeneity-Aware Dataset Scheduling for Efficient Audio Large Language Model Training Sparks of Large Audio Models: A Survey and Outlook

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T07:18:07.311169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6c6d05f5-03a7-48d3-b83c-8c7ed597307e · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook Sparks of Large Audio Models: A Survey and Outlook

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T07:39:48.960571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ca5800a4-c99a-4c78-94eb-dd7fa1bf053a · inbound

A Survey of Audio Reasoning in Multimodal Foundation Models cites this paper.

A Survey of Audio Reasoning in Multimodal Foundation Models Sparks of Large Audio Models: A Survey and Outlook

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T02:09:24.461469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.