Paper Citation Record · LEDGER

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models

As of 19 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.10405.

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

pith.paper-citation-record.v1
2608.10405 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:26:44.660269Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

36 of 36 outbound references displayed

verified exact1
verified fuzzy13
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fafb0393-794d-4593-884c-eb0049119614 · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.499743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f0a531-4ed2-4124-862e-549e4d9a877b · outbound

This paper cites Classification Problem Solving.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Classification Problem Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.504865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d6c355c-61c9-4c2f-bbdd-8129080c792e · outbound

This paper cites , title =.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.511432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3a3467-786f-4636-a816-0c1d57755ca4 · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.515918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98429233-013c-48dd-bccc-455fd9834a20 · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Clancey and Glenn Rennels , abstract =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.520631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b694c2e-600e-4f03-872f-c62765af109c · outbound

This paper cites and Rennels, Glenn R.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models and Rennels, Glenn R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.525141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0610ae4c-955b-48f2-b7b4-c4928efb46eb · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Poligon: A System for Parallel Problem Solving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.529884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fef18c-784f-47f1-9b0a-ab935592b9a0 · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.534429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50464bf6-48e8-4999-98a6-44042b5343a2 · outbound

This paper cites The Engineering of Qualitative Models.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models The Engineering of Qualitative Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.539824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0409bbd-fb08-4e4f-8c7f-e5b47ddba723 · outbound

This paper cites 2023 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.544243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba75c2a6-8d7a-4c71-aa0f-982a0fe0a695 · outbound

This paper cites Pluto: The 'Other' Red Planet.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Pluto: The 'Other' Red Planet

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.548759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc95ff50-61b7-4015-b27a-e604865eda57 · outbound

This paper cites 2025 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2025 , eprint=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.184649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99607d17-32c9-4f93-9a0d-11c00a98f2a2 · outbound

This paper cites arXiv preprint arXiv:2511.23404 , year=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models arXiv preprint arXiv:2511.23404 , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.557276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc055af-baab-452a-8bfd-ed90a7198659 · outbound

This paper cites Qwen2-Audio Technical Report.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Qwen2-Audio Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.561594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e4e819-887e-41e4-8aa2-ffc6be9070f7 · outbound

This paper cites Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.566453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7090951c-4c03-4dd7-a632-131efef18069 · outbound

This paper cites 2026 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2026 , eprint=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.169879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2665c57-8f79-4de8-ab96-ce240fdffc64 · outbound

This paper cites 2024 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2024 , eprint=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.153935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bbb387bc-6b2f-4b0b-9082-c36ec866883a · outbound

This paper cites SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.580347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858e6bf5-841a-42ec-adbe-b04a457c67a9 · outbound

This paper cites Audio Adversarial Examples: Targeted Attacks on Speech-to-Text.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Audio Adversarial Examples: Targeted Attacks on Speech-to-Text

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.585539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0697a9-7854-43a8-96f4-864c08cff01e · outbound

This paper cites Attention Is All You Need.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Attention Is All You Need

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.590354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03f81fb-bced-426a-beb8-f33054bb79ce · outbound

This paper cites an unresolved cited work.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:26:45.138449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42eeb039-d33b-48d8-8b34-f18b6ecae9e1 · outbound

This paper cites A Hybrid CNN-BiLSTM Voice Activity Detector , year=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models A Hybrid CNN-BiLSTM Voice Activity Detector , year=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.122898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b63d1978-643b-4fb5-8c7a-3cfb6498b411 · outbound

This paper cites Interspeech , pages=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Interspeech , pages=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.106401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 658916d1-c5ef-41c1-8e39-d7efe83c5dc7 · outbound

This paper cites and Rabiner, L.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models and Rabiner, L

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.090559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf8e1c96-6e97-475b-9fef-a79db063347d · outbound

This paper cites 2023 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2023 , eprint=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.074885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e98fdc27-49d4-448f-aa0e-f37add080caa · outbound

This paper cites 2024 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2024 , eprint=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.059727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae9b9359-0e8f-4e35-9244-2dd558e157ed · outbound

This paper cites Audio Adversarial Example With No Noise in the Silent Area for Speech Recognition System , year=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Audio Adversarial Example With No Noise in the Silent Area for Speech Recognition System , year=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.044562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b5b02abb-dbe4-4bf1-ab53-9d11169fa960 · outbound

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

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models International Conference on Learning Representations , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.625729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e76370-de76-4121-909c-f5a385aa883f · outbound

This paper cites 2023 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2023 , eprint=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:45.015290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2287f397-a2dd-44a6-8ce1-57a2d190473e · outbound

This paper cites an unresolved cited work.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:26:44.998564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02a94084-c91d-44e2-9782-7cbaff8a7782 · outbound

This paper cites Proceedings of the IEEE , volume=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models Proceedings of the IEEE , volume=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:44.983517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fbe678d-7797-446c-8720-8932c2ad4ac4 · outbound

This paper cites 2025 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2025 , eprint=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:44.968721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1449999b-ad3a-440c-b24d-d3e1857393e8 · outbound

This paper cites 2025 , eprint=.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2025 , eprint=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:26:44.953995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f34bb2e-daec-4796-81f4-4e32b574627f · outbound

This paper cites and Li, Haizhou.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models and Li, Haizhou

Reference 34

Resolution: verified exact; doi, observed 2026-08-15T14:26:44.696090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation afee70c5-9acc-45dc-9f4b-db47d9c2088d · outbound

This paper cites 2023 , note =.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2023 , note =

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.656002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c29a24a-b428-429c-98c9-4f6bc1e6990d · outbound

This paper cites 2025 , howpublished =.

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models 2025 , howpublished =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:26:44.660269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.