Paper Citation Record · LEDGER

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 6 inbound Pith citation observations for arXiv:2501.16327.

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

pith.paper-citation-record.v1
2501.16327 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:34:25.715053Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T13:43:40.241796Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 91a2fc8b-b10d-4a5d-b816-acc77db7b2fe · outbound

This paper cites GPT-4 Technical Report.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.629804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b22c7dd-b649-40a5-acb3-f78344f415ec · outbound

This paper cites Qwen2-Audio Technical Report.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Qwen2-Audio Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.648617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698c57b9-b00b-4d48-bd6b-cfd0734fdf31 · outbound

This paper cites SpeechVerse: A Large-scale Generalizable Audio Language Model.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her SpeechVerse: A Large-scale Generalizable Audio Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.652272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 277a55db-d032-48d9-9157-e5e17a909e2d · outbound

This paper cites High Fidelity Neural Audio Compression.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her High Fidelity Neural Audio Compression

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.655778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08f6049-8892-457f-9eca-31aa5b2bf89b · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Moshi: a speech-text foundation model for real-time dialogue

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.659509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26fdbeda-9f90-4664-98f1-8e00b7aa17ed · outbound

This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.662912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e45a97b2-31a9-47ef-bce1-ddf4d8165b37 · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.666909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ec01bb-3d89-4e32-b02f-f0bc7006d77e · outbound

This paper cites WavChat: A Survey of Spoken Dialogue Models.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her WavChat: A Survey of Spoken Dialogue Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.670790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cbc1aa5-2d0c-44ea-b572-423714b021e0 · outbound

This paper cites Mistral 7B.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Mistral 7B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.674650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e515e3a-71d0-47ed-817f-cbe97a6bb33c · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.678318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111aef6d-dfbe-4c16-ad97-46e77b42d933 · outbound

This paper cites EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.685540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d9e98c-1681-4f5d-a113-4689ddc6e208 · outbound

This paper cites Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.689065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ecee5c-dd36-4067-a1a1-923b6ee5e24c · outbound

This paper cites WebCPM: Interactive Web Search for Chinese Long-form Question Answering.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her WebCPM: Interactive Web Search for Chinese Long-form Question Answering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.696396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d780419-536b-4bbf-82eb-449263fc4ca9 · outbound

This paper cites an unresolved cited work.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:34:25.978158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ab055a6-af14-47f4-a160-36aa78852bcb · outbound

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

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her LLaMA: Open and Efficient Foundation Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.704140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cf971b-de0b-4b59-bea8-a5d23abec9f1 · outbound

This paper cites A Full-duplex Speech Dialogue Scheme Based On Large Language Models.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her A Full-duplex Speech Dialogue Scheme Based On Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.708122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0bb2f4-b896-4fbf-ba26-e96eb880f0a7 · outbound

This paper cites Qwen2.5 Technical Report.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Qwen2.5 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.711591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e5eeee-9948-49f2-91ae-23aaaca74e2e · outbound

This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.715053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486a5b6a-ea91-4e3c-94d9-7d547a21d731 · outbound

This paper cites MinMo: A Multimodal Large Language Model for Seamless Voice Interaction.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her MinMo: A Multimodal Large Language Model for Seamless Voice Interaction

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.637672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e6be26-a864-4409-b4b9-c61696ffcc7a · outbound

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.681995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a214485f-e063-4ae5-80fa-d8217ce3ef7a · outbound

This paper cites SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.641434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54daaaf-a6ed-4fee-89db-f5f3718fdf4a · outbound

This paper cites Semantic parsing on freebase from question-answer pairs.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Semantic parsing on freebase from question-answer pairs

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.634024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e90667c-f4e9-49cf-af56-d116f401fee9 · outbound

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

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.645031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418d0f7c-a1b0-4381-b94a-4142749fb903 · outbound

This paper cites MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.692578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7d3c2227-45f5-494e-b5d2-7890fd337c21 · inbound

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction cites this paper.

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:39:48.348498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31cc283f-31f1-437c-b415-677956b5a359 · inbound

Step-Audio 2 Technical Report cites this paper.

Step-Audio 2 Technical Report LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T05:59:51.011598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2e66bc6-fe69-48fa-9387-04ca88b0f240 · inbound

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion cites this paper.

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-15T13:43:40.241796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8b0b84-0502-475f-9812-4aa0244c5692 · inbound

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing cites this paper.

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 99

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:50:56.232112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 76bee3d4-ceb2-4300-86b4-898059b51f06 · inbound

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model cites this paper.

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 213

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T11:55:42.137608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 692fd470-4a4a-4250-a939-0a77615a0aac · inbound

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs cites this paper.

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-07-08T02:44:27.522952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.