Paper Citation Record · LEDGER

CoLMbo: Speaker Language Model for Descriptive Profiling

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2506.09375.

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

pith.paper-citation-record.v1
2506.09375 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:16.523708Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:12:30.704449Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T03:49:09.587857Z

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy19
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e55df75-f254-4d7d-b201-a4b37b63cfd7 · outbound

This paper cites Singh, Profiling humans from their voice.

CoLMbo: Speaker Language Model for Descriptive Profiling Singh, Profiling humans from their voice

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:22.083119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52e474f0-1649-4bfb-be8c-8b85b5173e33 · outbound

This paper cites SEGAA: A Unified Approach to Predicting Age, Gender, and Emotion in Speech.

CoLMbo: Speaker Language Model for Descriptive Profiling SEGAA: A Unified Approach to Predicting Age, Gender, and Emotion in Speech

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:17.065427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a7357ea-5862-4f48-b372-b4e84c051c72 · outbound

This paper cites Prediction of age from speech features using a multi-layer perceptron model,.

CoLMbo: Speaker Language Model for Descriptive Profiling Prediction of age from speech features using a multi-layer perceptron model,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:21.806777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af666c14-a783-4cc7-a266-e9f4a27f04ce · outbound

This paper cites Salmonn: Towards generic hearing abilities for large language models,.

CoLMbo: Speaker Language Model for Descriptive Profiling Salmonn: Towards generic hearing abilities for large language models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:21.586191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 622b8839-2497-4a35-b351-39a993fdd582 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

CoLMbo: Speaker Language Model for Descriptive Profiling Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:13.128574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b56506-e4b4-47cf-9bc8-9d7a2890f29a · outbound

This paper cites Pengi: An audio language model for audio tasks,.

CoLMbo: Speaker Language Model for Descriptive Profiling Pengi: An audio language model for audio tasks,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:13.257810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed050362-11eb-4766-9b85-376437709e6e · outbound

This paper cites Listen, Think, and Understand.

CoLMbo: Speaker Language Model for Descriptive Profiling Listen, Think, and Understand

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:13.382210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c967c50-3543-44f4-b64c-13e5197827fb · outbound

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

CoLMbo: Speaker Language Model for Descriptive Profiling GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:13.519625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884ca67a-6d6c-43d9-9744-6ac44965e930 · outbound

This paper cites Speaker recognition for multi-speaker conversations using x-vectors,.

CoLMbo: Speaker Language Model for Descriptive Profiling Speaker recognition for multi-speaker conversations using x-vectors,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:21.412124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 714c89ab-903b-47e1-b36d-78d40589ef49 · outbound

This paper cites Front-end factor analysis for speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Front-end factor analysis for speaker verification,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:21.171886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dab474bf-85c3-4fa2-9b32-7ab971586295 · outbound

This paper cites Deep neural networks for small foot- print text-dependent speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Deep neural networks for small foot- print text-dependent speaker verification,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:20.906038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa719a45-2e84-40eb-aa1d-c24c9e641d01 · outbound

This paper cites Generalized end-to-end loss for speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Generalized end-to-end loss for speaker verification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:20.679258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fe4dcfe-dcb8-4f34-a86c-d954bbd1ba6b · outbound

This paper cites Front-end factor analysis for speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Front-end factor analysis for speaker verification,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:20.438171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e84767c0-373c-4828-8add-3905da63afec · outbound

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

CoLMbo: Speaker Language Model for Descriptive Profiling Conformer: Convolution-augmented transformer for speech recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:20.219859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad2fb05a-1dbb-4e8c-85cb-d3e9d1612847 · outbound

This paper cites Mfa-conformer: Multi-scale feature aggregation conformer for automatic speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Mfa-conformer: Multi-scale feature aggregation conformer for automatic speaker verification,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:19.955951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48d2153f-20df-4719-96d5-5b086db3dc36 · outbound

This paper cites A novel scheme for speaker recognition using a phonetically-aware deep neural network,.

CoLMbo: Speaker Language Model for Descriptive Profiling A novel scheme for speaker recognition using a phonetically-aware deep neural network,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:19.718881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 460728b4-b63d-4ecb-997a-3d05888fbab3 · outbound

This paper cites Employing phonetic information in dnn speaker embeddings to improve speaker recognition performance,.

CoLMbo: Speaker Language Model for Descriptive Profiling Employing phonetic information in dnn speaker embeddings to improve speaker recognition performance,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:19.409779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b4f9717d-1e1f-4572-bde9-4f699a9d9dab · outbound

This paper cites Speaker Embedding Extraction with Phonetic Information.

CoLMbo: Speaker Language Model for Descriptive Profiling Speaker Embedding Extraction with Phonetic Information

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:16.793671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b5087c3-98b3-4329-bb21-02284159fb25 · outbound

This paper cites Gender and age estimation methods based on speech using deep neural networks,.

CoLMbo: Speaker Language Model for Descriptive Profiling Gender and age estimation methods based on speech using deep neural networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:19.123983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ebce4b4a-d3d7-43bd-80a4-ba29b5b2052c · outbound

This paper cites Explainable Attribute-Based Speaker Verification.

CoLMbo: Speaker Language Model for Descriptive Profiling Explainable Attribute-Based Speaker Verification

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:15.253430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bce57a1b-a809-4bea-9796-5cb1d0de19fb · outbound

This paper cites Pdaf: A phonetic debiasing attention framework for speaker verification,.

CoLMbo: Speaker Language Model for Descriptive Profiling Pdaf: A phonetic debiasing attention framework for speaker verification,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:18.816521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8c28283-b524-4c6a-bf1d-4adbcaf03595 · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

CoLMbo: Speaker Language Model for Descriptive Profiling ClipCap: CLIP Prefix for Image Captioning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:15.589604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80c9514-0a64-4ffe-aec1-0c05fd711fa3 · outbound

This paper cites Multimodal few-shot learning with frozen lan- guage models,.

CoLMbo: Speaker Language Model for Descriptive Profiling Multimodal few-shot learning with frozen lan- guage models,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:18.489518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ea11c10-beb9-4c77-9595-8e602a406a51 · outbound

This paper cites EARS: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation,.

CoLMbo: Speaker Language Model for Descriptive Profiling EARS: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:18.202577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ccf614f-994e-4089-8054-e69a8d5e55a5 · outbound

This paper cites Darpa timit acoustic-phonetic continuous speech corpus cd-rom. nist speech disc 1-1.1,.

CoLMbo: Speaker Language Model for Descriptive Profiling Darpa timit acoustic-phonetic continuous speech corpus cd-rom. nist speech disc 1-1.1,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:17.892657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28bb011e-b81e-47b8-a31d-27847cbbbd50 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

CoLMbo: Speaker Language Model for Descriptive Profiling LLaMA: Open and Efficient Foundation Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:16.137326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d60644f-f691-4de9-a987-93d0a1976863 · outbound

This paper cites Audio Entailment: Assessing Deductive Reasoning for Audio Understanding.

CoLMbo: Speaker Language Model for Descriptive Profiling Audio Entailment: Assessing Deductive Reasoning for Audio Understanding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:16.288107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94ec1ce-8733-415f-a8b1-afbc1565e7b0 · outbound

This paper cites Adam: A method for stochastic optimization,.

CoLMbo: Speaker Language Model for Descriptive Profiling Adam: A method for stochastic optimization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:17.641108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ec8cfe9-c01c-41dd-84db-f67641700744 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

CoLMbo: Speaker Language Model for Descriptive Profiling Pytorch: An imperative style, high-performance deep learning library,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:54:17.336576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation d2701b38-547c-4780-ad59-9e18bda8fe7e · inbound

SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning cites this paper.

SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning CoLMbo: Speaker Language Model for Descriptive Profiling

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:24:55.781236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00bc2fc1-edc9-4bd5-87d5-2f6625cd7dfb · inbound

Large Audio Language Models for Spoofing-Aware Speaker Verification cites this paper.

Large Audio Language Models for Spoofing-Aware Speaker Verification CoLMbo: Speaker Language Model for Descriptive Profiling

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T01:12:30.704449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.