Paper Citation Record · LEDGER

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2509.02915.

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

pith.paper-citation-record.v1
2509.02915 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:19:43.008072Z

measured 26 of 26 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact2
verified fuzzy9
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 933c7434-5c48-4e1c-b2fb-716fac5c4960 · outbound

This paper cites Abouelenin, A.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Abouelenin, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.263206Z

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 c5cd4442-4ad9-44f4-9a5f-b1a2f3d80c6a · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:42.945902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53cb387e-cf11-4d78-8680-efc97a8c4af4 · outbound

This paper cites Baevski, Y.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Baevski, Y

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.254788Z

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 e1b17751-3e27-4e7d-9c69-e6f31f8430a7 · outbound

This paper cites Bernstein, M.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Bernstein, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.246369Z

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 cc2b9817-7863-40c5-a02e-19a4fef45703 · outbound

This paper cites Conneau, A.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Conneau, A

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:42.954345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc9ca8c-5c95-49d0-9a00-26db1bd323f1 · outbound

This paper cites Eskenazi.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Eskenazi

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.238262Z

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 94c094bd-be2f-4c2b-b002-d9315a1a33d0 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.230019Z

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 2f9871f2-3186-46df-bb7a-1723c7646c33 · outbound

This paper cites Fouz-González.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Fouz-González

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.221266Z

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 67458fb0-2126-4758-993e-6e5f33a6da42 · outbound

This paper cites Franco, V.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Franco, V

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.212713Z

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 c7f09170-62b8-4e54-9f81-50fe93b75989 · outbound

This paper cites Franco, L.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Franco, L

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.204163Z

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 03e4ed73-c35c-41d2-9c80-719bee1377e2 · outbound

This paper cites Pronunciation Assessment with Multi-modal Large Language Models.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Pronunciation Assessment with Multi-modal Large Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:19:43.091517Z

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 0ad21643-f4e1-4ecc-9341-f221a8c4375e · outbound

This paper cites Getman, R.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Getman, R

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.194685Z

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 48fbda38-b138-4c1d-a56f-e7848578c5a2 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.185853Z

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 e48d234a-2f67-479e-8def-0c9de5e6a379 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.176968Z

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 c170b657-fb4b-4a1b-ba98-cda5ae411607 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.168192Z

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 94bc5f7f-2469-444f-a3b4-47523633c03c · outbound

This paper cites GPT-4o System Card.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM GPT-4o System Card

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:42.983831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e25da7d-42f0-40b5-b84f-ea0368222193 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.158656Z

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 6ef86a96-0233-41a3-b558-84ca7011a1dc · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.148928Z

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 310c6971-548f-4364-a96b-64e524bff2ac · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.139712Z

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 2cd42ff9-4b04-498b-9310-b44bbd21033d · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-05T11:19:43.036601Z

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 34b6fc64-f4c1-47d2-8035-6e1bd1ce09d3 · outbound

This paper cites Exploring the Potential of Large Multimodal Models as Effective Alternatives for Pronunciation Assessment.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Exploring the Potential of Large Multimodal Models as Effective Alternatives for Pronunciation Assessment

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:42.997161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853bce83-c81d-4f38-8d57-6f14d0c25070 · outbound

This paper cites Weide et al.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Weide et al

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:19:43.130641Z

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 eae5dddd-d3b7-491c-a6c8-cbadcf245cef · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.120454Z

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 f4239a25-43cb-4218-8a5b-8fa0b5390ee2 · outbound

This paper cites an unresolved cited work.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:19:43.110819Z

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 157c7e08-a52c-420b-b212-4bc73558c90e · outbound

This paper cites speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:43.008072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4dc714a-680e-4c93-bfc8-6ee9cb9f5593 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T11:19:42.942707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.