Paper Citation Record · LEDGER

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2508.21193.

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

pith.paper-citation-record.v1
2508.21193 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:33:21.256278Z

measured 15 of 15 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:33:20.194852Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T14:33:21.532237Z

Reference resolution

14 of 14 outbound references displayed

verified exact1
verified fuzzy3
unresolved7
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3fda407-d4e0-4776-8a47-0b5eacad5147 · outbound

This paper cites Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:33:21.611030Z

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 625dce67-09eb-42f8-bce2-0378b5a344c6 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Unresolved cited work

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T14:33:22.773020Z

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 7365d60d-9654-4adb-9ac3-2880a0b63be7 · outbound

This paper cites cloud" in Table 2 are avail- able through online transcription services. In all cases we used the.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition cloud" in Table 2 are avail- able through online transcription services. In all cases we used the

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T14:33:22.611685Z

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 aeff56de-e9c6-421a-8274-10ce3d884073 · outbound

This paper cites Our Figure 2: Word error rate as a function of RTF for the tested models.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Our Figure 2: Word error rate as a function of RTF for the tested models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:33:22.416904Z

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 bdb340f9-4d7f-4144-b561-8a7253b92885 · outbound

This paper cites A key constraint is the difficulty of isolating spe- cific factors that influence model performance.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition A key constraint is the difficulty of isolating spe- cific factors that influence model performance

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:33:22.251898Z

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 e5516daf-18ee-4b5b-99de-5a3897886c85 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:33:22.085026Z

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 28975633-910c-405c-a204-06ae4779b02e · outbound

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

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:20.716592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6c3108-644b-42f8-982b-fcde1c237a11 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition SpeechBrain: A General-Purpose Speech Toolkit

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:21.048857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb14e041-3acd-4591-8b99-e1166f7acc50 · outbound

This paper cites an unresolved cited work.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:33:21.747497Z

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 283d0811-765d-4998-bf04-20bbbfa85029 · outbound

This paper cites Neural Machine Translation of Rare Words with Subword Units.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Neural Machine Translation of Rare Words with Subword Units

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:21.186589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c329180-07c2-471d-8a42-d78075d30119 · outbound

This paper cites Training and Inference Efficiency of Encoder-Decoder Speech Models.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Training and Inference Efficiency of Encoder-Decoder Speech Models

Reference 2021

Resolution: malformed identifier; no resolver link, observed 2026-08-05T14:33:21.256278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 686d3b8d-8b91-402e-99da-31ed7b4c9c56 · outbound

This paper cites Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:20.834030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc7de76-e373-46d7-9554-e17004fe4c35 · outbound

This paper cites Journal of Machine Learning Re- search, 25(97):1–52.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition Journal of Machine Learning Re- search, 25(97):1–52

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:33:21.911612Z

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 4b16724f-63a6-41dd-83f1-0ef6511800d8 · outbound

This paper cites LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech.

Benchmarking Large Pretrained Multilingual Models on Qu\'ebec French Speech Recognition LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T14:33:20.902173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c3fda407-d4e0-4776-8a47-0b5eacad5147 · inbound