Paper Citation Record · LEDGER

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints

As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2606.08425.

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

pith.paper-citation-record.v1
2606.08425 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T18:18:41.816342Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T18:18:41.816342Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T23:17:29.793601Z

Reference resolution

43 of 43 outbound references displayed

verified exact14
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8de9056b-cc86-4425-8d84-6edc35107c02 · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 1

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Source-reported events for the cited work

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This paper cites Despite this, audio remains chal- lenging due to high temporal density and overlapping signals.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Despite this, audio remains chal- lenging due to high temporal density and overlapping signals

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation cb5c2fb2-1cfb-4f60-bbd5-dde65a0a55ed · outbound

This paper cites TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints

Reference 3

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Observation e98fd795-88fe-4e75-9690-0b7e9259655b · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 4

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This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 5

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Observation 24d7349e-9894-4406-949e-cee72e5ac3ea · outbound

This paper cites Features are expanded, convolved, and projected back: Xconv = Lin2(σ(DConv17(σ(Lin1(X)))))(6) Zconv = LayerNorm(X+ Dropout(X conv))(7).

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Features are expanded, convolved, and projected back: Xconv = Lin2(σ(DConv17(σ(Lin1(X)))))(6) Zconv = LayerNorm(X+ Dropout(X conv))(7)

Reference 6

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation bdc596be-df45-4216-af32-c6b2d368bb5d · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 8

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Source-reported events for the cited work

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Observation 115aa275-553f-4599-9f93-889365534d99 · outbound

This paper cites Dataset Training Data.We utilize all publicly available subsets of the CoTA dataset [11] hosted on Hugging Face, totaling558,423 instruction-tuning samples.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Dataset Training Data.We utilize all publicly available subsets of the CoTA dataset [11] hosted on Hugging Face, totaling558,423 instruction-tuning samples

Reference 9

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Source-reported events for the cited work

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Observation 135bdaac-3179-4dec-a02a-f79aad756382 · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 10

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Observation eb493daf-547d-438b-a03a-d344468e637e · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation 3e8a8e74-6c68-4f47-af53-8a1f16f91baf · outbound

This paper cites Perception 31.54 39.6044.3043.62 +12.08Speaker Analysis 39.58 41.67 41.6745.83 +6.25.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Perception 31.54 39.6044.3043.62 +12.08Speaker Analysis 39.58 41.67 41.6745.83 +6.25

Reference 12

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Observation 190b6fe1-d79f-4b2b-ace8-fa149f625022 · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation f6711afc-f5dc-4288-8553-142c3a005305 · outbound

This paper cites This suggests IQ primes the attention layers, enabling CLAP’s semantic an- chor for precise deduction.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints This suggests IQ primes the attention layers, enabling CLAP’s semantic an- chor for precise deduction

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f64e72-d52d-4439-b367-4d7e2f43ec0c · outbound

This paper cites an unresolved cited work.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629c04d9-fc2c-4d16-bb78-6e9b549dc6b5 · outbound

This paper cites All scientific content, experi- mental design, and results were produced by the author.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints All scientific content, experi- mental design, and results were produced by the author

Reference 16

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Source-reported events for the cited work

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Observation 3fdaa42c-4302-414d-8f38-de26c1e0ec34 · outbound

This paper cites The interspeech 2026 audio reasoning chal- lenge: Evaluating reasoning process quality for audio reasoning models and agents.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints The interspeech 2026 audio reasoning chal- lenge: Evaluating reasoning process quality for audio reasoning models and agents

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.825264Z

Source-reported events for the cited work

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Observation 999708c9-b3b1-45c6-9cc8-a69c06fd7859 · outbound

This paper cites MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.792398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fce461ad-46db-415f-ad29-e100036b812e · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Chain-of-thought prompting elicits reasoning in large language models,

Reference 19

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Source-reported events for the cited work

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This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 20

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Observation 067fdf0a-b453-4f96-a717-1e9ffdb5a907 · outbound

This paper cites Qwen2-Audio Technical Report.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Qwen2-Audio Technical Report

Reference 21

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Observation abb99b8d-7a9c-4053-b2d4-b1a084a9e238 · outbound

This paper cites Conformer: Convolution-augmented transformer for speech recognition,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Conformer: Convolution-augmented transformer for speech recognition,

Reference 22

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Source-reported events for the cited work

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Observation 387ad760-700d-4116-8db3-e4f35661f257 · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Conformer: Convolution-augmented Transformer for Speech Recognition

Reference 23

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Observation e48cf8d3-602b-48f2-b255-01eef0655aa6 · outbound

This paper cites E-branchformer: Branchformer with enhanced merging for speech recognition,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints E-branchformer: Branchformer with enhanced merging for speech recognition,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation e5d0cc35-3f15-4763-a460-a9523655e5dc · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Robust speech recognition via large-scale weak supervision,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation b5b3729a-1b06-47d0-8d7e-370600d52c5b · outbound

This paper cites Hts-at: A hierarchical token-semantic audio transformer for sound classification and detection,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Hts-at: A hierarchical token-semantic audio transformer for sound classification and detection,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

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Observation 10e2ec8d-fce5-4c04-b3ec-ab3a0abf4678 · outbound

This paper cites Clap learning audio concepts from natural language supervision,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Clap learning audio concepts from natural language supervision,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

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Observation 0167e603-27a1-4ff6-a5a4-e5f578c4e38c · outbound

This paper cites Audio- reasoner: Improving reasoning capability in large audio language models,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Audio- reasoner: Improving reasoning capability in large audio language models,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

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Observation 6f8f8f6f-73e6-40bc-ae99-7a5d0dfe94aa · outbound

This paper cites AudioCaps: Generating captions for audios in the wild,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints AudioCaps: Generating captions for audios in the wild,

Reference 29

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Source-reported events for the cited work

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This paper cites Clotho: an audio cap- tioning dataset,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Clotho: an audio cap- tioning dataset,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

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Observation eb0466b5-171c-4ca2-8ca3-257bc823e2f9 · outbound

This paper cites MELD: A multimodal multi-party dataset for emotion recognition in conversations,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints MELD: A multimodal multi-party dataset for emotion recognition in conversations,

Reference 31

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Observation e60d5b5f-106d-43d5-94bc-6acc1a0ba74d · outbound

This paper cites CoVoST 2 and Massively Multilingual Speech-to-Text Translation.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints CoVoST 2 and Massively Multilingual Speech-to-Text Translation

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.797505Z

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Observation 35e3c1d8-4b85-44d3-ae3a-1e10a23ff534 · outbound

This paper cites Mustango: Toward controllable text-to-music generation,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Mustango: Toward controllable text-to-music generation,

Reference 33

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Observation d46a9922-240c-492b-a61c-4259fec8c112 · outbound

This paper cites Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.827782Z

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Observation 5f52fa5a-5fc0-460d-b1a4-0594fa08280e · outbound

This paper cites Joint audio and speech understanding,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Joint audio and speech understanding,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation b41efbd5-ea20-4409-a767-f73043369a62 · outbound

This paper cites GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.830453Z

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Observation d33a810a-b313-4670-8f9b-627a79ebef54 · outbound

This paper cites Gpt-4o: The cutting-edge advance- ment in multimodal llm,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Gpt-4o: The cutting-edge advance- ment in multimodal llm,

Reference 37

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Source-reported events for the cited work

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Observation 3d9f9e8d-5f9e-4426-a25f-0c2a226b3bf4 · outbound

This paper cites Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.817376Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb5360bb-e194-439b-86ef-6f878f12977f · outbound

This paper cites Baichuan-omni-1.5 technical report,.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Baichuan-omni-1.5 technical report,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T18:18:41.816342Z

Source-reported events for the cited work

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Observation c3a861db-0710-4e74-8976-d67f537ba344 · outbound

This paper cites DeepSeek-V3 Technical Report.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints DeepSeek-V3 Technical Report

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-07-02T23:17:29.822537Z

Source-reported events for the cited work

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Observation f299105b-c22c-4a07-9fbf-c9d3999c5d7d · outbound

This paper cites Qwen2.5-Omni Technical Report.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Qwen2.5-Omni Technical Report

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-07-02T23:17:29.820017Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfa75435-aa53-4136-bc11-be89dfeb0f28 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Gemini: A Family of Highly Capable Multimodal Models

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-07-02T23:17:29.811163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a826166-0b37-4fbf-9328-ad0975aeb000 · outbound

This paper cites Qwen3-Omni Technical Report.

TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints Qwen3-Omni Technical Report

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-02T23:17:29.814456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation cb5c2fb2-1cfb-4f60-bbd5-dde65a0a55ed · inbound