Paper Citation Record · LEDGER

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.12703.

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

pith.paper-citation-record.v1
2608.12703 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:18:55.575140Z

measured 40 of 40 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 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

40 of 40 outbound references displayed

verified exact0
verified fuzzy21
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb956b78-8e5a-48d5-9abf-b73a1e2b7b1a · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , articleno =.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Proceedings of the 40th International Conference on Machine Learning , articleno =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.007703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f845728e-ca98-434a-bf97-8ea1bc3cff68 · outbound

This paper cites 2023 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2023 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.013904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a96bcfc-d398-409d-8606-a5a7732aef3e · outbound

This paper cites Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.018375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c698d99-135b-4736-b10a-985f47704d39 · outbound

This paper cites Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.022360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4db9812-d331-4b0f-aad5-b98cb2248e0b · outbound

This paper cites 2026 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2026 , eprint=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.379492Z

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 051e160e-87bf-4607-a264-864c085ba7c4 · outbound

This paper cites SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding , year=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.367549Z

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 25a68a65-ae21-4b3c-85eb-7b04d4f45d8b · outbound

This paper cites Model-Free Speculative Decoding for Transformer-Based ASR with Token Map Drafting , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Model-Free Speculative Decoding for Transformer-Based ASR with Token Map Drafting , year=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.357102Z

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 d315494a-3cde-419e-b570-5eb29acebaf2 · outbound

This paper cites 2023 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2023 , eprint=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.340754Z

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 c59f773c-5684-451a-a09a-943c5d3ac730 · outbound

This paper cites L ayer S kip: Enabling Early Exit Inference and Self-Speculative Decoding.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost L ayer S kip: Enabling Early Exit Inference and Self-Speculative Decoding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.041334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e42fe11-7cdd-45bb-b418-c6ccef38cb4a · outbound

This paper cites 2025 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2025 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.046654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4fe918d-00c1-4113-9da7-4b082a019947 · outbound

This paper cites 2025 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2025 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.049626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 527ec22d-1470-4de7-bf6c-806a500dbb1d · outbound

This paper cites and Chen, Deming and Dao, Tri , title =.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost and Chen, Deming and Dao, Tri , title =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.053630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14fd7ea5-9956-4e89-94ad-d6bdee01f5f9 · outbound

This paper cites Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding , url=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding , url=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.076032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b63104-ff80-4f65-87af-202b10a8b7d3 · outbound

This paper cites BERT Rediscovers the Classical NLP Pipeline.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost BERT Rediscovers the Classical NLP Pipeline

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.119076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83e8b10-7d95-4dae-a450-e3977f048489 · outbound

This paper cites Designing and Interpreting Probes with Control Tasks.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Designing and Interpreting Probes with Control Tasks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.198202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca349d0-d799-49db-ba80-004094f27707 · outbound

This paper cites 2020 , howpublished=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2020 , howpublished=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.288495Z

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 4b0b880f-404d-42a9-a35c-1ecc09962cc5 · outbound

This paper cites 2026 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2026 , eprint=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.278956Z

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 d1aee0b9-48d5-4be0-94e5-196927e7f523 · outbound

This paper cites Hybrid Decoding: Rapid Pass and Selective Detailed Correction for Sequence Models , url=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Hybrid Decoding: Rapid Pass and Selective Detailed Correction for Sequence Models , url=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.246721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 170eab5c-5bd3-4dba-a971-9802d4717f94 · outbound

This paper cites Simultaneous Masked and Unmasked Decoding with Speculative Decoding Masking for Fast.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Simultaneous Masked and Unmasked Decoding with Speculative Decoding Masking for Fast

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.269189Z

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 a2e7ce7b-c2d3-41f5-b66f-9e2606d140ed · outbound

This paper cites 2024 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2024 , eprint=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.259666Z

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 c3482576-8cca-4820-be69-9c599ba37d8d · outbound

This paper cites 2025 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2025 , eprint=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.250197Z

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 be576c77-c533-4b8c-ab2f-b6386c1c7096 · outbound

This paper cites 2024 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2024 , eprint=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.240010Z

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 f5eda821-92e4-427e-a855-ec3381e4c613 · outbound

This paper cites Listen, attend and spell: A neural network for large vocabulary conversational speech recognition , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Listen, attend and spell: A neural network for large vocabulary conversational speech recognition , year=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.230134Z

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 04439b5d-7c64-4607-a325-a1d0495ff69b · outbound

This paper cites Proceedings of the 29th International Conference on Neural Information Processing Systems - Volume 1 , pages =.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Proceedings of the 29th International Conference on Neural Information Processing Systems - Volume 1 , pages =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.219640Z

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 973a2bf1-f4ac-4ef1-b63f-9c98f6cb1555 · outbound

This paper cites International Conference on Learning Representations , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost International Conference on Learning Representations , year=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.209210Z

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 c87a53bd-c5b8-4a50-9279-1878df073c19 · outbound

This paper cites Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention , year=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.114526Z

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 b9e6ac2e-2059-4f16-bf62-249a38d61d7d · outbound

This paper cites and Weiss, Ron J.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost and Weiss, Ron J

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.072861Z

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 caf57c1a-2109-4d0c-ad38-250b270b7184 · outbound

This paper cites 2017 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2017 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.427960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2afdff24-00cd-4829-9196-d9b634fe8dc8 · outbound

This paper cites 2026 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2026 , eprint=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.056815Z

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 0c3b5525-9e95-4a16-acdf-ccbc3b7bc1d4 · outbound

This paper cites Voxtral.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Voxtral

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.435027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6c9aff-cd8f-49bd-954a-09b112ab7073 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , articleno =.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Proceedings of the 40th International Conference on Machine Learning , articleno =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:56.044967Z

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 83359498-17d9-4b23-a9e8-e651ae896faf · outbound

This paper cites an unresolved cited work.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:18:56.032828Z

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 8a075412-10e8-422c-a234-eb1a6cb6837c · outbound

This paper cites 2019 , url=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2019 , url=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.447294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fbbfdee-8dd8-4fa9-86d2-1ffa664d9a8f · outbound

This paper cites 2024 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2024 , eprint=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:55.886809Z

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 d4b830a7-e36c-4b77-905b-a1708fd267d5 · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books , year=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Librispeech: An ASR corpus based on public domain audio books , year=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T04:18:55.455762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d10f01b9-c5a4-4746-855c-50849dbdfe00 · outbound

This paper cites TED-LIUM 3: Twice as Much Data and Corpus Repartition for Experiments on Speaker Adaptation.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost TED-LIUM 3: Twice as Much Data and Corpus Repartition for Experiments on Speaker Adaptation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:55.856567Z

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 629b5a63-16d6-4c9a-a98c-b325c5e5df1c · outbound

This paper cites an unresolved cited work.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:18:55.839365Z

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 49729da4-4988-4607-817f-937a2e26ca81 · outbound

This paper cites 2022 , eprint=.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost 2022 , eprint=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:55.828484Z

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 d2d66c7c-dea4-4b11-8c0d-82e0b202c487 · outbound

This paper cites arXiv e-prints , keywords =.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost arXiv e-prints , keywords =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:18:55.816057Z

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 e55a34bd-e948-4091-a7aa-3e9bef48f0e1 · outbound

This paper cites V ox P opuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation.

Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost V ox P opuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Reference 40

Resolution: malformed identifier; no resolver link, observed 2026-08-16T04:18:55.575140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.