Paper Citation Record · LEDGER

BoSS: Beyond-Semantic Speech

As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 4 inbound Pith citation observations for arXiv:2507.17563.

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

pith.paper-citation-record.v1
2507.17563 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:50:04.331322Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:06:43.144630Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy25
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 144efdf1-5336-4413-ad50-a9de1feb330c · outbound

This paper cites SAE International, Warrendale, PA (2021).

BoSS: Beyond-Semantic Speech SAE International, Warrendale, PA (2021)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.926040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81d6b79e-51ec-4c40-9e9e-1beee426e510 · outbound

This paper cites The philosophical review 66(3), 377–388 (1957).

BoSS: Beyond-Semantic Speech The philosophical review 66(3), 377–388 (1957)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.918804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9b7cf0f-03a1-42b4-a1e2-57a6d5d236f8 · outbound

This paper cites Wadsworth, Belmont, CA (1971).

BoSS: Beyond-Semantic Speech Wadsworth, Belmont, CA (1971)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.911798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3d1a037-9ff5-4002-a459-175dbb11e27c · outbound

This paper cites The body as a medium of expression 162, 174 (1975) 19.

BoSS: Beyond-Semantic Speech The body as a medium of expression 162, 174 (1975) 19

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.904816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d2eba4a-2b0f-4783-aa85-40ff6944a0fb · outbound

This paper cites an unresolved cited work.

BoSS: Beyond-Semantic Speech Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:04.897921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50bd445d-fe5d-4c82-b6f1-326b72570dae · outbound

This paper cites an unresolved cited work.

BoSS: Beyond-Semantic Speech Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:04.890956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fdbe0d7e-b146-41dc-bdf3-901bcfdab278 · outbound

This paper cites Syntax and semantics 3, 43–58 (1975).

BoSS: Beyond-Semantic Speech Syntax and semantics 3, 43–58 (1975)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.882544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2a3a8fa-b164-46e8-afbc-7a3b37acd4cc · outbound

This paper cites PhD thesis, Massachusetts Institute of Technology (1980).

BoSS: Beyond-Semantic Speech PhD thesis, Massachusetts Institute of Technology (1980)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.875980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 582a3f9b-fa91-4895-ae16-8b6927b2f2c7 · outbound

This paper cites Language and speech40(2), 141–201 (1997).

BoSS: Beyond-Semantic Speech Language and speech40(2), 141–201 (1997)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.869014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15a45424-9b7f-4f36-bec6-2356c198d9a0 · outbound

This paper cites Harvard University Press, Cambridge, MA (1986).

BoSS: Beyond-Semantic Speech Harvard University Press, Cambridge, MA (1986)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.862013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6b51073-a067-4d0c-81a6-e7a321f40643 · outbound

This paper cites MIT press, Cambridge, MA (2000).

BoSS: Beyond-Semantic Speech MIT press, Cambridge, MA (2000)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.855343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c614a42-538a-4298-be80-2c79a3bea31f · outbound

This paper cites Computer Speech & Language 27(1), 4–39 (2013).

BoSS: Beyond-Semantic Speech Computer Speech & Language 27(1), 4–39 (2013)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.846829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a30b930e-7837-47c9-8494-cd72aae9fd1b · outbound

This paper cites In: International Conference on Machine Learning (2022).

BoSS: Beyond-Semantic Speech In: International Conference on Machine Learning (2022)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.839461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ff3d354-6a17-4261-a3a8-75bc2856df60 · outbound

This paper cites Make-A-Voice: Unified Voice Synthesis With Discrete Representation.

BoSS: Beyond-Semantic Speech Make-A-Voice: Unified Voice Synthesis With Discrete Representation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.194224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5804bb3-fddd-4e20-a57e-7810b4c9c2af · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

BoSS: Beyond-Semantic Speech Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.197119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff6b37b-4359-4374-8562-1d9f47b94cca · outbound

This paper cites UniAudio: An Audio Foundation Model Toward Universal Audio Generation.

BoSS: Beyond-Semantic Speech UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.199707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef71935-49fd-494b-96e9-b3f7f0eeedb8 · outbound

This paper cites In: Annual Meeting of the Association for Computational Linguistics (2024).

BoSS: Beyond-Semantic Speech In: Annual Meeting of the Association for Computational Linguistics (2024)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.831208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd577069-11ce-417f-ba83-147b3cf2a151 · outbound

This paper cites ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 11341–11345 (2023) 20.

BoSS: Beyond-Semantic Speech ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 11341–11345 (2023) 20

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.822907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be7f1afa-59f8-436c-94e5-b0b99ba1b117 · outbound

This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.

BoSS: Beyond-Semantic Speech Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.208123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16cf8ede-836a-4fc0-a25f-fed09d5b15d8 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

BoSS: Beyond-Semantic Speech F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.211687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea71d72-4db1-4369-9af7-bc31544e2993 · outbound

This paper cites Natural language guidance of high-fidelity text-to-speech with synthetic annotations.

BoSS: Beyond-Semantic Speech Natural language guidance of high-fidelity text-to-speech with synthetic annotations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.214444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bfbdca1-ddcf-452a-8f25-bb52088e1373 · outbound

This paper cites MusicLM: Generating Music From Text.

BoSS: Beyond-Semantic Speech MusicLM: Generating Music From Text

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.217789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa9b936-8c72-4570-aed2-0cbf35b50e21 · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 1720–1733 (2022).

BoSS: Beyond-Semantic Speech IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 1720–1733 (2022)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.815746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f780c7fd-ff9e-48e9-abaf-946cd67323b8 · outbound

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

BoSS: Beyond-Semantic Speech emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.223838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d3455b-71bd-4369-ac2b-a73a517a9c6c · outbound

This paper cites SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models.

BoSS: Beyond-Semantic Speech SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.227252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed01461a-ad74-4d8f-88af-523974785d7c · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

BoSS: Beyond-Semantic Speech SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.231008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba8c8cd-b93f-40a6-aff1-73af69f6d99b · outbound

This paper cites AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head.

BoSS: Beyond-Semantic Speech AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.234259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a71ef7-81d6-4628-b705-b012d9329c01 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

BoSS: Beyond-Semantic Speech VideoChat: Chat-Centric Video Understanding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.237904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ff2eb6-73a7-4078-b11a-27ce9f872942 · outbound

This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.

BoSS: Beyond-Semantic Speech AudioPaLM: A Large Language Model That Can Speak and Listen

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.241511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cde944a-8303-4aff-b4a3-f702f09b7c88 · outbound

This paper cites 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1–8 (2023).

BoSS: Beyond-Semantic Speech 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1–8 (2023)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.808123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1dc0d152-f8f7-4e86-bc7e-a8fbaa3b0b19 · outbound

This paper cites LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT.

BoSS: Beyond-Semantic Speech LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.247739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f022cd7-28ef-47ee-b047-348f9003a2d8 · outbound

This paper cites In: Conference on Empirical Methods in Natural Language Processing (2024).

BoSS: Beyond-Semantic Speech In: Conference on Empirical Methods in Natural Language Processing (2024)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.799006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97846861-2b18-4eba-a1bd-0d568262121a · outbound

This paper cites GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities.

BoSS: Beyond-Semantic Speech GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.254194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca1a476-2bc3-4290-8e2c-f0eb071a36ca · outbound

This paper cites Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.

BoSS: Beyond-Semantic Speech Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.257799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 790b06dd-25e5-44b1-8942-25f3c8f43102 · outbound

This paper cites Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities.

BoSS: Beyond-Semantic Speech Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.261844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc5371a5-38ec-4876-a922-c91115530337 · outbound

This paper cites ArXiv abs/2503.02318 (2025).

BoSS: Beyond-Semantic Speech ArXiv abs/2503.02318 (2025)

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.264610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b076e571-fa30-4a86-a5a4-0615a155e7f2 · outbound

This paper cites In: North American Chapter of the Association for Computational Linguistics (2024).

BoSS: Beyond-Semantic Speech In: North American Chapter of the Association for Computational Linguistics (2024)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.790960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3d94390d-76b0-4ab0-91b8-5a107de7e782 · outbound

This paper cites ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12136–12140 (2023).

BoSS: Beyond-Semantic Speech ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12136–12140 (2023)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.781637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f06420fe-ae72-42c5-8412-8f6c1b7206d4 · outbound

This paper cites In: Annual Meeting of the Association for Computational Linguistics (2024).

BoSS: Beyond-Semantic Speech In: Annual Meeting of the Association for Computational Linguistics (2024)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.771636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0047cc10-8a7b-4551-9b15-aa53afb609fa · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 775–788 (2023).

BoSS: Beyond-Semantic Speech IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 775–788 (2023)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.762026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ba5a472-a878-48d0-8d0e-de619200d9ed · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

BoSS: Beyond-Semantic Speech Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.278940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41018c7-7871-4f49-bd03-8065e8646b61 · outbound

This paper cites Qwen2-Audio Technical Report.

BoSS: Beyond-Semantic Speech Qwen2-Audio Technical Report

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.281604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9aacbf8-7d49-4efc-b8c9-e3d305dd46fb · outbound

This paper cites ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 10316–10320 (2023).

BoSS: Beyond-Semantic Speech ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 10316–10320 (2023)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.752715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d97d9af7-4d15-47dc-931b-30a37b2cc3e2 · outbound

This paper cites 2024 IEEE 14th International Symposium on Chinese Spoken Language Processing (ISCSLP), 586–590 (2023).

BoSS: Beyond-Semantic Speech 2024 IEEE 14th International Symposium on Chinese Spoken Language Processing (ISCSLP), 586–590 (2023)

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.742200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 275754a4-9a8c-48fc-8896-d67dea81c1d9 · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

BoSS: Beyond-Semantic Speech LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.291383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134ce70d-1692-43cd-9080-f731de608cff · outbound

This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.

BoSS: Beyond-Semantic Speech GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.294343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91a32126-e326-4141-9b4a-581e26e943c1 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

BoSS: Beyond-Semantic Speech MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.298059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37aa05cf-a5eb-46f2-b9e6-a44c247380a8 · outbound

This paper cites arXiv preprint arXiv:2501.15368 (2025).

BoSS: Beyond-Semantic Speech arXiv preprint arXiv:2501.15368 (2025)

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.300962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faffdba-969d-44c7-8bf5-06c027f5df08 · outbound

This paper cites GitHub (2025).

BoSS: Beyond-Semantic Speech GitHub (2025)

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.733609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9411af84-8233-4e5b-af70-fcd682a869a0 · outbound

This paper cites Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM.

BoSS: Beyond-Semantic Speech Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.306448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c5d77d4-6657-4926-9681-09065d3c91de · outbound

This paper cites Qwen2.5-Omni Technical Report.

BoSS: Beyond-Semantic Speech Qwen2.5-Omni Technical Report

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.310026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 528c4e6b-c8c1-47ad-bd4c-5c83c30d74bc · outbound

This paper cites Kimi-Audio Technical Report.

BoSS: Beyond-Semantic Speech Kimi-Audio Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.312753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8e85c11-7a2f-49b9-a68b-6864ce52396e · outbound

This paper cites Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset.

BoSS: Beyond-Semantic Speech Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.315499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a829bc1c-343f-4a9a-a9f3-66f18d204e8a · outbound

This paper cites VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models.

BoSS: Beyond-Semantic Speech VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.318974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc44700a-2646-4892-aca5-e51cb3dbce49 · outbound

This paper cites GOAT-TTS: Expressive and Realistic Speech Generation via A Dual-Branch LLM.

BoSS: Beyond-Semantic Speech GOAT-TTS: Expressive and Realistic Speech Generation via A Dual-Branch LLM

Reference 55

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T14:50:04.365397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a022cac8-8adc-4ed1-b89f-2c25917be940 · outbound

This paper cites Zipformer: A faster and better encoder for automatic speech recognition.

BoSS: Beyond-Semantic Speech Zipformer: A faster and better encoder for automatic speech recognition

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.324971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce36a8f-ad4a-449a-86f3-944a0b06a97e · outbound

This paper cites In: International Conference on Machine Learning, pp.

BoSS: Beyond-Semantic Speech In: International Conference on Machine Learning, pp

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.724655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c829955e-8240-4c2b-965e-400c39a0a1fe · outbound

This paper cites IEEE Signal processing magazine 18(1), 32–80 (2001) 24.

BoSS: Beyond-Semantic Speech IEEE Signal processing magazine 18(1), 32–80 (2001) 24

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:04.715667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation d50d2668-13ce-4769-ab2f-1f23653570c2 · inbound

PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects cites this paper.

PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects BoSS: Beyond-Semantic Speech

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:52:27.034536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bfbeeef-bea8-4266-87cb-a94e28ad5ad6 · inbound

DBHN-Net: Dual-Branch Hybrid Neural Network For Low-Complexity Monaural Speech Enhancement cites this paper.

DBHN-Net: Dual-Branch Hybrid Neural Network For Low-Complexity Monaural Speech Enhancement BoSS: Beyond-Semantic Speech

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:37:06.111137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9ee2352-bbe0-4f44-af84-1d529dd38a98 · inbound

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents cites this paper.

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents BoSS: Beyond-Semantic Speech

Reference 199

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T22:15:05.252383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54a1eb9f-62df-4ce3-b53c-0390882d0a03 · inbound

Towards High-Level Semantic Intelligence cites this paper.

Towards High-Level Semantic Intelligence BoSS: Beyond-Semantic Speech

Reference 236

Resolution: unresolved; no resolver link, observed 2026-07-31T23:06:43.144630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.