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Paper Citation Record · LEDGER

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation

As of 5 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2604.20842.

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

pith.paper-citation-record.v1
2604.20842 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T00:39:04.303837Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:57:37.713378Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

65 of 65 outbound references displayed

  • verified exact15
  • verified fuzzy29
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 206bc6cb-79dd-4d5e-be9f-d41b4fdbe86a · outbound

This paper cites Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.745853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:511f872e1919c7930a8eb77a835be08d76942cf8d93ad4adb27add0c5489fa18

Observation 0f19fda3-3cc2-480a-b9dd-191b5bf4c393 · outbound

This paper cites SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.738849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:e8dd582961f60d1f12310998d95c0bb537065cb289081b9207e3be3d6654ef6c

Observation 0ccb861f-50a0-44f2-ae56-a168b7d14247 · outbound

This paper cites wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.663814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:830b34628a4d118c3fe8921a3d251feaa74898db2a26f39d9679ff9841f60b17

Observation 199af127-6838-4657-be1d-bce362847bd4 · outbound

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

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Listen, attend and spell: A neural network for large vocabulary conversational speech recognition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.673330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:15983f4ab805a0de5089087af60237616903c8e07e9e5069a107a3518422f6cd

Observation 3810d351-bb81-4aaf-a8b3-dfc2a42e5633 · outbound

This paper cites VoiceBench: Benchmarking LLM-Based Voice Assistants.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation VoiceBench: Benchmarking LLM-Based Voice Assistants

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:50:14.175799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:bc65388630624deb16dff47a61830cbf5f0a3ee14b60c116841f9d25fff9c98f

Observation 692dff98-60ed-4485-8a2c-2b211c3d2f7d · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.624302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:3de1f58ce958a6c65c0fedbb072f5cab4861e0f6fd9f33b87f3ce512eb339fa6

Observation 05f9433e-8daf-4a3e-933b-889abaa445b5 · outbound

This paper cites Gemini Live API Now GA on Vertex AI.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Gemini Live API Now GA on Vertex AI

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.748669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:f25a919bc7bf33cfccf95dc133a3debbe88b00a3b489657bc82bd15f30b4ae3d

Observation 6b3a7762-b5d1-4a99-952d-9da0808dd4bc · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Moshi: a speech-text foundation model for real-time dialogue

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:13:23.101302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:37cf8ad2a6db54e9168a63cd7cded4c24ad779d18525d8e8e4cdf74d3385d87f

Observation 1feb5855-c265-4e15-a847-3694b36fe5fc · outbound

This paper cites Kimi-Audio Technical Report.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Kimi-Audio Technical Report

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:21:27.496105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:0d68ed49f69a760bdb8cba0753be1bb38bf3f0b42de9a3d2285f8d378c36c08d

Observation 0ae0ddd9-21fe-4cf7-aec5-13bb0578e308 · outbound

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

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.706514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:8640eaf2d9d0d8f9cf955b9d99974971c9345528fd0ee0a5659daaf4140ba72d

Observation 6c489d98-1bb1-4ec1-8352-cbfaa2e5f95b · outbound

This paper cites LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.480242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:ed8e58f377bcd42204ba35e327b55f5959314c69a9c9b8d647ac12af8225a47c

Observation 388077ba-50bf-44c7-b59d-5e267b00b2fd · outbound

This paper cites A new era of intelligence with Gemini 3.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation A new era of intelligence with Gemini 3

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.627998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:2bd93a27f764407f724c575f07c6b8c5826abc464e73ea17637d2f4cc9e4604a

Observation 91382ce5-b824-420e-8597-852e76def13c · outbound

This paper cites OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.483285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:3c49d1f951f2de3522357e697d8572bb52bc89c3ff809474d81f3e81b4f3c450

Observation 684a4787-3093-4075-aba3-ac871ed0b664 · outbound

This paper cites Deep Speech: Scaling up end-to-end speech recognition.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Deep Speech: Scaling up end-to-end speech recognition

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.467145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:cafc6851d4f1e4dd6f035e565ffc65eca8343437c95485dc01ce96aa4931682a

Observation c4ebff99-ef35-45aa-9c00-eac8ce548138 · outbound

This paper cites S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:40:33.395224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:7eb2ef8b35a9329d8a2330d16b3d2c7b769f2fb0676d91d8289cda9639d612b7

Observation 017174bc-3a7e-4367-a5c1-0010c6bdafd1 · outbound

This paper cites Televal: A dynamic benchmark designed for spoken language models in chinese interactive sce- narios.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Televal: A dynamic benchmark designed for spoken language models in chinese interactive sce- narios

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.497734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:3e0a3a80feb5eaebfb9a8354146423d3b4b879ec51f39647039827ad5daafd5e

Observation ec281b7a-0d0f-4264-8e0d-2d54f2471b3d · outbound

This paper cites MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.686977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:20275811eb32f1675a72103c365c990f2a552293aeb769d2f15ea568e9571d70

Observation 37b175a2-4794-46cc-89fc-b87cd1230445 · outbound

This paper cites EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Chal- lenges Using Model-as-a-Judge.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Chal- lenges Using Model-as-a-Judge

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.631059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:c6d4846f7882f5d3e7932164e01057c9a2a1f131050c9c6903391bb547125c64

Observation 94057c7b-6e7d-473c-8891-056136ee384c · outbound

This paper cites Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.655527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:58e5d9a1c1ae456beabd187cea9beab48b6576a2c748bb2dd749b34666d6b84b

Observation 2c8f7a14-42c0-4a32-a1e9-d831ce1bbae2 · outbound

This paper cites ChatGPT can now see, hear, and speak.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation ChatGPT can now see, hear, and speak

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.754654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:e30ccf39a4f7af18836592406a0f4c60ac931440ef692242df8334e99b0ed8f7

Observation 37df5522-ff4f-49f3-98c6-56f5fa7fa66c · outbound

This paper cites Introducing gpt-realtime and realtime api updates for production voice agents.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Introducing gpt-realtime and realtime api updates for production voice agents

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.703326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:ca7169a0e7fa9fb872f752070cf18bfd713fc93fd71b597ba0f0ac086b9b46d2

Observation bcb2c1b6-46ea-47e0-8bdf-e0edfe1237bb · outbound

This paper cites Qwen3-Omni-Flash-2025-12-01: Hear You.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Qwen3-Omni-Flash-2025-12-01: Hear You

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.694916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:8b4339c42b8b616d9d3668da39bed1d40328cbeabce421d66145fbd2e91a5ea2

Observation 7dd2f488-2b3d-4e25-8fa9-fb7c93877d90 · outbound

This paper cites FastSpeech 2: Fast and High-Quality End-to-End Text to Speech.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation FastSpeech 2: Fast and High-Quality End-to-End Text to Speech

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.606646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:2b58e1442cbc20032dfe601c7002c06e9dd48bc27b2252862caadde13d3cda34

Observation 37c002cc-aa23-4ecc-964a-91ff059aad72 · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.661017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:b53a5e78d29474d822ba6b9d131da24e1946892d5f40ae1eb080a8a2c7269c7f

Observation b542df73-044a-4a67-a4bf-85bd26cc2201 · outbound

This paper cites wav2vec: Unsupervised pre-training for speech recognition.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation wav2vec: Unsupervised pre-training for speech recognition

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.725441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:c39750884bfbabaa2ef2be78c114ef712af7f98d6bf243078ee12c426ff03d49

Observation 0ed1c43f-cdaf-4d4e-b197-bbb0edc994bd · outbound

This paper cites Doubao Realtime V oice Model.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Doubao Realtime V oice Model

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.700364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:de3596e45803b874473ed01416c9e26371e12013b3a5d1c966e8c7d76f400e3e

Observation 517bc495-cb91-4802-9056-4ea8558eedd7 · outbound

This paper cites MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-17T17:21:50.902611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:52fc4438c330f23c3c6e09e2ab9eba800d51f48c622fcda1d27d381adc7a5c2b

Observation 42b570f4-c624-416b-a773-ac96ca76c79c · outbound

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

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.643113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:1441c48eb3eb2282a4a144d1248b90f51c7c678f6b76c2a6a48a60a6aebe6f8c

Observation 6d2801e3-6e73-44c4-87a6-7e3d19c8a891 · outbound

This paper cites Tacotron: Towards End- to-End Speech Synthesis.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Tacotron: Towards End- to-End Speech Synthesis

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.670105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:5ca7fec7af685e7d0cdef5bae1ed31f516cc0dc2f12550616d9489120d0e7db0

Observation 5ff5be2f-09d8-40a1-b9ce-a6766b63cf0c · outbound

This paper cites Step-Audio 2 Technical Report.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Step-Audio 2 Technical Report

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-16T05:59:51.278263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:e0c1be6771560456d15c4465530583977c4548b56943a0a3738a480dcdd72e3e

Observation 54ba432e-d521-4468-9a6c-360a7ab93511 · outbound

This paper cites Qwen2.5-Omni Technical Report.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Qwen2.5-Omni Technical Report

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-10T17:54:03.470513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:6236b29183f47517b79f1e4788504a5f5e93c58615de9ddd6fdae25a9a5c21ae

Observation 35d74e86-9799-4751-a052-4cf389a8ac0f · outbound

This paper cites Qwen3-Omni Technical Report.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Qwen3-Omni Technical Report

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:20:38.220353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:d87d47b6f9dc5c3b571b890a1a1b45aa37edd7624502f388f566c7d4a557d200

Observation 5ea0d585-c91b-4472-bb63-fd8b29105c4d · outbound

This paper cites AIR-Bench: Benchmarking Large Audio- Language Models via Generative Comprehension.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation AIR-Bench: Benchmarking Large Audio- Language Models via Generative Comprehension

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.728710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:13ff5bb988ee1b4131f44feda50e13f933d9bac50462423c4ef37d47130e89f8

Observation 21e226ab-3f10-4c4d-a3dc-905d38ded3e1 · outbound

This paper cites ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.598333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:cdb97db7618d08ac5b0a6153b733b515d5cf7f2f30f3bf9c7d63e2bfe70dbeef

Observation f9de8d24-0456-435e-9f74-1b6f730c59b5 · outbound

This paper cites A survey on multimodal large language models.National Science Review.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation A survey on multimodal large language models.National Science Review

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.649349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:65d02a4c1ad6d1feaa2e594afd508f8b7ef8fb1ab0da4a6ff0918ebad0b8bfbc

Observation 4b3b2aca-f622-42ec-a386-c53388929e1b · outbound

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

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-16T03:53:47.697648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:f031278f6ccc4c345e65dd3d34fdb3949f01f9a4e03d72a6599a898514aff538

Observation 26905c64-6332-4d00-bba3-1b38e7b64944 · outbound

This paper cites VStyle: A benchmark for voice style adaptation with spoken instructions.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation VStyle: A benchmark for voice style adaptation with spoken instructions

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.452607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:952fccd9cc2f7944f28e5e2e9b2901db2366dc9da261360eb56868f30ecfcd6b

Observation de19c1ec-64ff-4a92-9319-cdbb23aff49f · outbound

This paper cites Mimo-audio: Audio language models are few-shot learners.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Mimo-audio: Audio language models are few-shot learners

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:39:48.458200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:81d30a752e216c0414730f0ce37fd7387ee78f23c96738b289bf389025009cef

Observation 2307065e-7854-42d9-94c6-0d2907eba7d8 · outbound

This paper cites IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto- Regressive Zero-Shot Text-to-Speech.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto- Regressive Zero-Shot Text-to-Speech

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.666758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:dca31d18b800927b69479c0572f70ba4415cf04b31440ad7466968e1b2858559

Observation 4ac0b642-f027-4311-ab1a-795b532bafd9 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.658049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:537b6e2fd0e3a932bcc678dd211387fe24695b9ce174afa8a664fc9b3d7a920f

Observation 36ad44ea-311e-4937-be70-57b434382115 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.652529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:eefb6ce24fa0d55ae623f7ef4c92e8f14faf197a0aaaad6e0cededbe479ccf8a

Observation 7d04ab78-c6f2-4c3b-99f2-ae1fbb04bf8e · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.722492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:fe4a7be77128da00092815b5caf092ed9a3eb881c1e9381e25897be2d63e14b0

Observation 5dda897a-85e8-41b4-b36f-900a91b03062 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.689514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:fdec4d21770c856cc52605250e257f04d21a23a4df4da49820ec279864c134c1

Observation a74dc392-e38f-431e-825b-d99ad74b8402 · outbound

This paper cites prompt".

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation prompt"

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.602471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:2fee5f638bb9c4cdd11e54bc8b3a72b59d399518775d1962d0ef509fa5aec901

Observation 53e620f2-0314-4e31-bf4b-6d57963121b1 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.751461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:1942220434413a740f824cec3f1b9e96b47525dac2dcb8a3397d7c6bc13c0b2d

Observation 28a5fe1a-b5ce-4359-90ef-d956a0d90537 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.680700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:99d299483f5876ec677dbdd1b8941aff8a06ff69068939df19f55930df5f971f

Observation 47d88e29-0308-45f7-ac9f-1a0d8012b81f · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.732209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:1adbe825c59b9dda963ccfadb165d913f4ec902e2d56e8ff6df223321cfaec67

Observation 78ae114d-ce7e-4ed2-94aa-2f1a62c658df · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.676942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:d80bca8dc9435928a23187908919e77aad8084385cc0211d240f781c6d485226

Observation f2f9bf66-3bfa-420d-9ff4-99d9f0b9c9e3 · outbound

This paper cites significant) between T1 and T2.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation significant) between T1 and T2

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.692116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:e3929d07d70f74e4a34ba98bcb1b728281f7beee94f5ae712771aeb6678fbdc8

Observation 0724ae9c-ca05-4138-94d5-c04204dc9797 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.683558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:8c866453d0838eaa2e82c19b7662991e5aa4befdcb47485226b32f4edd5da8cc

Observation 9096be96-dc31-4196-b0b2-07a96f700b20 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.742466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:ca09640c474cc92cc890425721c29dae75eb36ec0b6ba37de388b271fa3bf844

Observation 170da45c-19a8-468b-a861-2bd40c186792 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.697755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:43340310c328bdcc75c7ffd956f5fd65ca410857006c4f5bd8114b81ff565906

Observation 54b34ee4-b740-48ba-ab61-4c055581191a · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.633777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:4b87bfdb4b587f6975cc5a35808c9498f438089ae39d7563a38f77088ea3f7fc

Observation 22e81eb0-87ea-4ec6-8a51-258c40de08f0 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.709414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:0f4aed516323936913cc3b25a09c8afcff75db99af070579277d479c262c28c1

Observation 2688efd9-0737-4bd4-ad76-0ebe44f5935d · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.712652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:c81e62d0a98ab14f965cedba85af4501fa7a21013d0ba4d975dcbf5caf3f40d9

Observation aae20b97-a85b-4e4a-a93c-483b6b43e3c7 · outbound

This paper cites (Noticement) Anti-Bias Factors: You must **only** compare the two models based on the **Evaluation Dimensions**.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation (Noticement) Anti-Bias Factors: You must **only** compare the two models based on the **Evaluation Dimensions**

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.646168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:1bc2118311a181b1f64a9bd3fd3afc7f3cd7c92829c06ae1a25f65b8a986bd8d

Observation 9f7313f0-2b34-4760-b369-2334ccbbcd0e · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.616928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:6dd0d054a4893c080033de4f3e6f2e92a69fa41c9c5699cf3d9351c466e9f7d8

Observation ee3da7bd-0fb7-4828-9163-84089e8a88fd · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.620916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:84229b4647f94381a5ca73a6961e41250644bca82b586417c406e2528b78075a

Observation 7e13f856-cf6b-45de-8905-ca2ad1f42f30 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.715553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:70ddf59a2f69c42f463a8fb7543365f8588d89bd0bef72e0866d80654715f031

Observation 19ef7e23-b9b3-4d27-a584-9ae7c4b0e650 · outbound

This paper cites (Criteria) The goal is to judge whether each large audio language model correctly and naturally expresses the required controllable characteristic(s): {dims_str}.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation (Criteria) The goal is to judge whether each large audio language model correctly and naturally expresses the required controllable characteristic(s): {dims_str}

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.640297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:b438c85c08dc2cca66e3857c49fa516d8e132e5db525449d1b86575b0f5a3734

Observation 4e6af70a-8831-4914-ac4b-f3b3b590f3d2 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.718985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:2c40d153be8afec9f67e6546b7e714b67138a7355467dfa5aa6516bb6f4b8928

Observation 298a63cc-9efa-4ee9-8243-ea9f4d124000 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.613158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:af8947e49c64b9e25221fa99fac8f145011ce61a554f40bb93887499bf21b4f2

Observation 021592c2-c852-4bf1-beac-19df7bce8d73 · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.610075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:ddfdb4f6d9db63bed23bffb301da35eef6ede6eedd7740c3875cdba6f8768b6b

Observation 17509b40-c232-4774-a4c3-0c47923f8f0d · outbound

This paper cites an unresolved cited work.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-23T10:55:34.637171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:bb697db1d047232226567a3ad8a13c00628e72c27c4b655735e4df39426afc19

Observation 0824b300-85b3-4084-b8ae-83302a4053de · outbound

This paper cites vivid and spot-on.

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation vivid and spot-on

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T10:55:34.735674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T00:39:04.303837Z digest=sha256:1db7d6e0b7f387adc2672a56db1403e644002e641d1d75fdd2aa7c0914c55f23

Pith citing papers

Observation 370ba510-382f-4f56-a329-7e759a16c3dd · inbound

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems cites this paper.

RW-Voice-EQ Bench: A Real World Benchmark for Evaluating Voice AI Systems SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T00:57:37.713378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T00:57:37.713378Z digest=sha256:9f4b43205e29f30c6fcc63fb7674b57b04f83bd39a0d111795bc8f7c348241df