Paper Citation Record · LEDGER

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition

As of 6 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2604.09121.

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

pith.paper-citation-record.v1
2604.09121 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:22:08.670559Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T15:38:33.184463Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-11T00:41:07.116524Z

Reference resolution

38 of 38 outbound references displayed

verified exact13
verified fuzzy19
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81085b5b-0f18-4005-bc94-bd24329ffaf0 · outbound

This paper cites Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T00:41:07.124093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f510ac35-51de-4ad0-a6f9-68bca64dc505 · outbound

This paper cites To address this, several semantic-aware metrics have been proposed.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition To address this, several semantic-aware metrics have been proposed

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.654357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0c56680e-565e-4ae3-8240-accc6d238499 · outbound

This paper cites Moving to embedding-based evaluation, SemDist [18] utilized RoBERTa-based sentence embeddings to measure se- mantic similarity beyond literal overlap.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Moving to embedding-based evaluation, SemDist [18] utilized RoBERTa-based sentence embeddings to measure se- mantic similarity beyond literal overlap

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.645572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2bc9f8e2-84c4-4fcb-a24d-67b8fcedaec9 · outbound

This paper cites Unlike these continuous scoring metrics, our LLM-as-a-Judge adopts a binary functional criterion, acting as a strict gatekeeper to determine if the user’s intent is executable.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Unlike these continuous scoring metrics, our LLM-as-a-Judge adopts a binary functional criterion, acting as a strict gatekeeper to determine if the user’s intent is executable

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.656952Z

Source-reported events for the cited work

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Observation c95d515a-2140-41e0-821c-7a22e0817e42 · outbound

This paper cites an unresolved cited work.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-17T04:09:00.651914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6ea06b30-0dd1-4bd1-8372-af3af732518c · outbound

This paper cites an unresolved cited work.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-17T04:09:00.618835Z

Source-reported events for the cited work

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Observation 9471a8d1-4bbf-48f6-88d3-41290371933e · outbound

This paper cites We first outline the experimental setup in Section 5.1, detailing the diverse benchmarks and the foun- dational models.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition We first outline the experimental setup in Section 5.1, detailing the diverse benchmarks and the foun- dational models

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-05-17T04:09:00.629267Z

Source-reported events for the cited work

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Observation 06165007-8c03-4914-86e4-4c039d9b7e2d · outbound

This paper cites We introduced 𝑆2𝐸 𝑅, a novel met- ric that leverages LLMs as judges to prioritize sentence-level semantic coherence.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition We introduced 𝑆2𝐸 𝑅, a novel met- ric that leverages LLMs as judges to prioritize sentence-level semantic coherence

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.611309Z

Source-reported events for the cited work

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Observation 5747ccab-8640-46d0-8aef-42b29be4fc84 · outbound

This paper cites Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Con- nectionist temporal classification: labelling unsegmented se- quence data with recurrent neural networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.603920Z

Source-reported events for the cited work

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Observation 7dc7159d-1057-4c8d-b02f-824e006cbb15 · outbound

This paper cites Sequence Transduction with Recurrent Neural Networks.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Sequence Transduction with Recurrent Neural Networks

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:07.208345Z

Source-reported events for the cited work

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Observation 4ca584d7-84f7-49e0-9a6a-a5b30e85a17e · outbound

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

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Listen, attend and spell: A neural network for large vocabulary conversational speech recognition

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.606507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1b505514-3f76-4160-9476-f549f29ba05c · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Robust speech recognition via large-scale weak supervision

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.608758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6dd10421-50b6-415c-9de0-cdc2836f52aa · outbound

This paper cites On decoder-only architecture for speech- to-text and large language model integration.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition On decoder-only architecture for speech- to-text and large language model integration

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.613775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 712c8ab5-c4bb-4aca-8bb0-ea618194b3f2 · outbound

This paper cites Slm: Bridge the thin gap between speech and text foundation models.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Slm: Bridge the thin gap between speech and text foundation models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.621327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 33fe5cca-c2bf-43be-b7ab-f37daaebd684 · outbound

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

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:29:46.683133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 290cb93c-7d3d-4bcb-bfbd-7e3b0930fc6b · outbound

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

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T18:57:28.886773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ffd6bc38-65c5-46f9-8560-d3ba1fb4f76d · outbound

This paper cites Prompt- ing large language models with speech recognition abilities.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Prompt- ing large language models with speech recognition abilities

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.642980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63ac30c2-c9f2-4acb-97ca-3450bc6c544e · outbound

This paper cites An Embarrassingly Simple Approach for LLM with Strong ASR Capacity.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.116917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0bae1a1b-aacb-4176-a926-4b627897d09d · outbound

This paper cites Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:07.223921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 81d205d0-c295-4987-b96a-312761b61059 · outbound

This paper cites FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:07.177531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3866884e-60b9-4a87-a2c3-90a96b3ae177 · outbound

This paper cites Fun-ASR technical report.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Fun-ASR technical report

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.107342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cfc7bf5b-8ff7-4428-a77f-a59e98e71120 · outbound

This paper cites Qwen3-ASR Technical Report.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Qwen3-ASR Technical Report

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-13T13:59:09.287362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c459de34-28b2-4d80-8022-702a8bdd0341 · outbound

This paper cites Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:41:07.130212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation afd50fae-ef3e-44cb-b752-09c8455fda26 · outbound

This paper cites De- noising ger: A noise-robust generative error correction with llm for speech recognition.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition De- noising ger: A noise-robust generative error correction with llm for speech recognition

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.649828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 844a8ce4-2e06-4365-805a-5a6ac0464f56 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.631645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8adf8eb3-1551-4f6d-8d01-b5fe2d78b9fb · outbound

This paper cites Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.089046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a8aae583-6e9b-478c-af87-4f9f298aabc6 · outbound

This paper cites Laser: An llm-based asr scoring and evaluation rubric.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Laser: An llm-based asr scoring and evaluation rubric

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.636180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c260e041-4286-4ed3-8b38-77db2e326212 · outbound

This paper cites Multimodal error correction for speech user interfaces.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Multimodal error correction for speech user interfaces

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.640702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4309923e-0d77-48ee-8d5a-d1ffcc9ac3f8 · outbound

This paper cites Efficient speech transcription through respeaking.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Efficient speech transcription through respeaking

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.623790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f45a94d5-e97c-4055-a41c-021f02f77136 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition React: Synergizing reasoning and acting in language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.626109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8aae615c-0cdd-4dfa-89c0-0b24114a8cd5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Chain-of-thought prompting elicits reasoning in large language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.633917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9727b7ec-bca4-4495-9d2a-728f3be473d7 · outbound

This paper cites The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.103058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation befac34a-ccf9-4788-82e2-266637a6f6f6 · outbound

This paper cites GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:07.146906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d50269c4-9d56-4b1d-94e8-8ae91289bf92 · outbound

This paper cites Wenetspeech: A 10000+ hours multi-domain mandarin corpus for speech recognition.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Wenetspeech: A 10000+ hours multi-domain mandarin corpus for speech recognition

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.616351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10534bd1-1b35-4090-8192-5db4ae352617 · outbound

This paper cites Qwen3 Technical Report.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Qwen3 Technical Report

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:41:07.138391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 066c6c75-1c36-4075-ab14-f14e9810b178 · outbound

This paper cites IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:41:07.162050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 99a25ce7-2aec-46f0-b7be-8f1c021479e5 · outbound

This paper cites Zechner and K.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Zechner and K

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T04:09:00.638340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a2ab57b1-b9d6-4151-8b8f-f8969f6d003c · outbound

This paper cites Proceedings of the Royal Society of London 58, 240–242.

Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition Proceedings of the Royal Society of London 58, 240–242

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T18:25:42.967159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 81085b5b-0f18-4005-bc94-bd24329ffaf0 · inbound