Paper Citation Record · LEDGER

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting

As of 16 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.21522.

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

pith.paper-citation-record.v1
2507.21522 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:44:34.824614Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy10
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54e793a7-4d8e-4583-9fc6-429da57d7891 · outbound

This paper cites Attention is all you need,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Attention is all you need,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:33.028501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e7b3abf-a673-471d-ac6a-7ee961832dd7 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Robust speech recognition via large-scale weak supervi- sion,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:33.098769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dedc524-5e08-444b-80ac-88bf8ce2412c · outbound

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

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Conformer: Convolution- augmented transformer for speech recognition,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:36.758096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 11e64b2d-7f05-41e4-9632-4b685d527ce7 · outbound

This paper cites SpeechT5: Unified- Modal Encoder-Decoder Pre-Training for Spoken Language Processing,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting SpeechT5: Unified- Modal Encoder-Decoder Pre-Training for Spoken Language Processing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:36.519707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a0c969a-cff6-4c75-9532-608162de5861 · outbound

This paper cites FlashAttention: Fast and memory-efficient exact attention with IO-awareness,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting FlashAttention: Fast and memory-efficient exact attention with IO-awareness,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:33.438722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fce41568-66de-4c87-b211-f21ed5ad7617 · outbound

This paper cites FlashAttention-2: Faster attention with better parallelism and work partitioning,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting FlashAttention-2: Faster attention with better parallelism and work partitioning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:33.541087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b92b1f9-be65-4a19-a6cf-5d5aa335b6e0 · outbound

This paper cites Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:36.287335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c1c56ff0-c329-455a-b6ea-f9caeae40475 · outbound

This paper cites Gpt3. int8 (): 8-bit matrix multiplication for transformers at scale,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Gpt3. int8 (): 8-bit matrix multiplication for transformers at scale,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:33.780257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79cfb13c-7ee0-431a-9e70-8dceb5c41eff · outbound

This paper cites 2-bit Conformer quantization for automatic speech recognition,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting 2-bit Conformer quantization for automatic speech recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:36.172186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a1b83c66-45b0-4bd1-8382-93dc5745b594 · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre- trained transformers,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Minilm: Deep self-attention distillation for task-agnostic compression of pre- trained transformers,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.929416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 465b1b9b-1c45-42d9-91c8-9403698a73ec · outbound

This paper cites Tinybert: Distilling bert for natural language understanding,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Tinybert: Distilling bert for natural language understanding,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.801893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9cfd9786-7ca4-4965-a10b-18e830cf9ca2 · outbound

This paper cites Fast Inference from Transformers via Speculative Decoding,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Fast Inference from Transformers via Speculative Decoding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.661928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1e3a4f27-ee43-49c0-87a5-020722a4222f · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Accelerating Large Language Model Decoding with Speculative Sampling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:34.420556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8edae4-1431-4d57-b08b-6b3345f8b126 · outbound

This paper cites Online speculative decoding,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Online speculative decoding,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.488970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca65ec6e-5967-49ef-9443-132a760c4171 · outbound

This paper cites Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:34.546489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb252c0-6d48-41d5-8680-2c24c79a0a56 · outbound

This paper cites Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:44:35.006485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e50f627c-7e78-4b7d-822a-f923c2be2a64 · outbound

This paper cites LibriSpeech: an ASR corpus based on public domain audio books,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting LibriSpeech: an ASR corpus based on public domain audio books,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.348649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ba11a0b8-0a88-4e8d-a64f-255cd0c83e41 · outbound

This paper cites V oxPopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation,.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting V oxPopuli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:35.175043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 547a97c5-538e-4bb0-ae84-a4c4fbe08ee8 · outbound

This paper cites CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:34.824614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb362dd-2ef1-43f6-a897-abdd1f036633 · outbound

This paper cites an unresolved cited work.

Model-free Speculative Decoding for Transformer-based ASR with Token Map Drafting Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:34.222652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.