Paper Citation Record · LEDGER

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2608.11587.

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

pith.paper-citation-record.v1
2608.11587 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:37:58.527198Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:37:58.415460Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T00:37:58.604758Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy17
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f19e0b3-41b9-4b0d-966f-c8e930a8b1d8 · outbound

This paper cites Depending on the label taxonomy, the task can be formulated as speaker diarization, vocalization classifi- cation, or a combination of both.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Depending on the label taxonomy, the task can be formulated as speaker diarization, vocalization classifi- cation, or a combination of both

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.861913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85931b77-fc6b-41e1-b17f-d272322f871b · outbound

This paper cites Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T00:37:58.608986Z

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Observation 5613fc63-21f2-4f34-86c2-ab752e73caca · outbound

This paper cites an unresolved cited work.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:37:58.851409Z

Source-reported events for the cited work

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Observation f893d402-5bae-476b-a70f-272e3268979d · outbound

This paper cites an unresolved cited work.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:37:58.840046Z

Source-reported events for the cited work

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Observation e6dcbee3-c214-474a-a2db-b41e1dee46a5 · outbound

This paper cites an unresolved cited work.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:37:58.830443Z

Source-reported events for the cited work

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Observation 340c13f6-98fb-4592-882b-7fa2a8ae33e1 · outbound

This paper cites w/o LoRA.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning w/o LoRA

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.819694Z

Source-reported events for the cited work

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Observation 9ef79544-396e-4c91-b6a9-22f6905adf36 · outbound

This paper cites In the current design, offsets are learned only for training families, and inference on new families relies solely on the shared tier tokens.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning In the current design, offsets are learned only for training families, and inference on new families relies solely on the shared tier tokens

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.808612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be981798-466b-42d9-9a9d-cf5eda55c8a2 · outbound

This paper cites By combining a LoRA-finetuned Whisper encoder with structured speaker conditioning and tier-specific heads, the model supports overlapping speakers and framewise prediction.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning By combining a LoRA-finetuned Whisper encoder with structured speaker conditioning and tier-specific heads, the model supports overlapping speakers and framewise prediction

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.797765Z

Source-reported events for the cited work

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Observation 066d5771-9987-4c7c-b5d0-0cfb4e7f08e6 · outbound

This paper cites All technical content, experimental design, analysis, and scientific contribu- tions are entirely the work of the authors.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning All technical content, experimental design, analysis, and scientific contribu- tions are entirely the work of the authors

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.786849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d39187cc-5b69-49fa-986e-d7bed726bb28 · outbound

This paper cites For the experiments presented here, we used the Delta System at the National Center for Supercomputing Applications through AC- CESS allocations CIS240417 and CIS250040.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning For the experiments presented here, we used the Delta System at the National Center for Supercomputing Applications through AC- CESS allocations CIS240417 and CIS250040

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.775753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d43b58f2-4d25-4582-9e8b-d163416162ab · outbound

This paper cites An open-source voice type classifier for child-centered daylong recordings,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning An open-source voice type classifier for child-centered daylong recordings,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.765244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f08f8ed-e446-422d-9de2-b712e32e509c · outbound

This paper cites Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Analysis of acoustic and voice quality features for the classification of infant and mother vocalizations,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.753786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 83c5e8d7-f678-4bad-9126-b99b602b2ce8 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.460817Z

Source-reported events for the cited work

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Observation 81970ea0-3654-40c7-ab9e-089bdb55826d · outbound

This paper cites Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.464621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f723355-a9d6-45ef-a69c-6f5b0f6b1486 · outbound

This paper cites Ssast: Self- supervised audio spectrogram transformer,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Ssast: Self- supervised audio spectrogram transformer,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.730392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca0306a4-6514-4e7f-bd3d-fe7c070f8be9 · outbound

This paper cites Towards ro- bust family-infant audio analysis based on unsupervised pretrain- ing of wav2vec 2.0 on large-scale unlabeled family audio,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Towards ro- bust family-infant audio analysis based on unsupervised pretrain- ing of wav2vec 2.0 on large-scale unlabeled family audio,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.719171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d1fc9b1f-8512-4744-945f-4c449bdaf826 · outbound

This paper cites Band- split self-supervised mamba for infant-centered audio analysis,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Band- split self-supervised mamba for infant-centered audio analysis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.707606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fcab2698-f3fd-4943-b7ad-08bba330d823 · outbound

This paper cites Robust self supervised speech embeddings for child-adult classification in interactions involving children with autism,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Robust self supervised speech embeddings for child-adult classification in interactions involving children with autism,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.697393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10861f42-de29-4d87-9f7b-df53877a8d01 · outbound

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

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Robust speech recognition via large-scale weak supervision,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.482950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44225a6c-1bc8-40df-aeea-ee68f5961914 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.486408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4cbe6a-f1ec-437d-9ef6-05e396f4b027 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Lora: Low-rank adaptation of large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.489633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3699ebe0-0dce-4014-9e6c-6b81f38bd462 · outbound

This paper cites LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.493362Z

Source-reported events for the cited work

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Observation a4e021d2-ec4e-49c0-9e39-b22a74218af4 · outbound

This paper cites Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.497599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbf2178-691b-4d7d-8502-b2cfebee8cde · outbound

This paper cites Sparsely shared lora on whisper for child speech recognition,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Sparsely shared lora on whisper for child speech recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.667830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7800dad-1039-4625-9f92-e59fc25be48c · outbound

This paper cites Whisper-at: Noise-robust automatic speech recognizers are also strong audio event taggers,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Whisper-at: Noise-robust automatic speech recognizers are also strong audio event taggers,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.657405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03a70b6f-972e-482f-b23b-f5fd29698aa4 · outbound

This paper cites Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:37:58.574313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 262b03b5-6715-41b1-b411-9ad2b52a825e · outbound

This paper cites Data efficient child-adult speaker diarization with simulated conversations,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Data efficient child-adult speaker diarization with simulated conversations,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.512279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03d92929-91e8-4f51-8300-d15577639681 · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:58.515987Z

Source-reported events for the cited work

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Observation 2f633839-6a74-45d0-9798-85f6edf2048b · outbound

This paper cites Preliminary technical validation of LittleBeats™: A multimodal sensing platform to capture cardiac physiology, mo- tion, and vocalizations,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Preliminary technical validation of LittleBeats™: A multimodal sensing platform to capture cardiac physiology, mo- tion, and vocalizations,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.641316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 173baa84-40d6-484a-aede-d591008a6fb9 · outbound

This paper cites Praat: doing phonetics by computer [computer pro- gram],.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Praat: doing phonetics by computer [computer pro- gram],

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.631037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8038aa1b-a8bd-48ef-8431-969e39e68630 · outbound

This paper cites Listen, adapt, better wer: Source-free single-utterance test-time adaptation for automatic speech recognition,.

Robust Multi-Tier Infant-Centered Audio Understanding with Whisper via Structured Speaker Conditioning Listen, adapt, better wer: Source-free single-utterance test-time adaptation for automatic speech recognition,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:58.620077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 85931b77-fc6b-41e1-b17f-d272322f871b · inbound