Paper Citation Record · LEDGER

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering

As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2505.17326.

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

pith.paper-citation-record.v1
2505.17326 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:55:02.132530Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact3
verified fuzzy1
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da51988e-5391-43f3-ba43-5ff7fda1d676 · outbound

This paper cites online" 'onlinestring :=.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.252021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c0c083-93ae-4283-813f-eeb38c65b93f · outbound

This paper cites write newline.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.355762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1cca06-2741-46ad-beab-56116adfe6e9 · outbound

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

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.482138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584d6fac-b87f-455d-897f-0954ff648668 · outbound

This paper cites an unresolved cited work.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:55:03.848993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cd7e828-3c02-4cb4-9a6d-3cf738854be0 · outbound

This paper cites The Faiss library.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering The Faiss library

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.682486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99fc070-5593-45b0-be1f-a5422ddb5699 · outbound

This paper cites CLAP: Learning Audio Concepts From Natural Language Supervision.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering CLAP: Learning Audio Concepts From Natural Language Supervision

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.771662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01cbfa11-d870-43e2-882e-674f0ca83d7a · outbound

This paper cites Current Challenges and Future Directions in Podcast Information Access.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Current Challenges and Future Directions in Podcast Information Access

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:55:03.131941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8140ff5c-c7d7-4a40-bfa1-fb404426bae6 · outbound

This paper cites NeMo: a toolkit for building AI applications using Neural Modules.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering NeMo: a toolkit for building AI applications using Neural Modules

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:00.940362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4ca069-1237-45dd-8212-fd49013996bd · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.013875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8574557c-5b13-4304-b64c-10f671b9b2a9 · outbound

This paper cites SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:55:02.915495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc1b1c14-4d5c-4091-bf7a-18de1d033a18 · outbound

This paper cites DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.204149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f37611ec-9426-4db9-8d18-2006492f66d2 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.264765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b97890f7-17c2-4981-acd4-fe1cc4b5d397 · outbound

This paper cites Speech Retrieval-Augmented Generation without Automatic Speech Recognition.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Speech Retrieval-Augmented Generation without Automatic Speech Recognition

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:55:02.723063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9c77d13-2b1c-4e61-8113-7d64e9720542 · outbound

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

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.447743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d5b514-caec-4867-9967-5b46411a5d05 · outbound

This paper cites an unresolved cited work.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.515929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445cd7a7-92ba-4b5a-85c3-1bdf9517d196 · outbound

This paper cites Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.602256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362e459a-056b-41d1-892a-a9e44a7ccfaa · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Robust Speech Recognition via Large-Scale Weak Supervision

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.681010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe35c705-afe1-4e98-a718-455646a6a9e7 · outbound

This paper cites Contrastive Learning of General-Purpose Audio Representations.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Contrastive Learning of General-Purpose Audio Representations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:01.759249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 760c18e8-c9fb-4767-b05d-01bdfd057181 · outbound

This paper cites an unresolved cited work.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:55:03.717012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4889059e-12a1-4166-96ef-f8ba649d4646 · outbound

This paper cites an unresolved cited work.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:55:03.475209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ce33d872-fee5-43e0-84a7-52e79eefa564 · outbound

This paper cites an unresolved cited work.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:02.048897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 938fb258-8af9-49d5-b37e-4141754901b3 · outbound

This paper cites Faster whisper.

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering Faster whisper

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:55:03.315506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.