Paper Citation Record · LEDGER

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR

As of 16 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.10234.

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

pith.paper-citation-record.v1
2509.10234 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:59:50.661700Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy24
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8377c5a6-9301-47a4-a9db-338d929a7a12 · outbound

This paper cites M2Met: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR M2Met: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:51.062807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ffd77ca-1011-482c-a8a7-0df687370153 · outbound

This paper cites The CHiME-7 DASR Challenge: Distant meeting transcription with multiple devices in diverse scenarios,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR The CHiME-7 DASR Challenge: Distant meeting transcription with multiple devices in diverse scenarios,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:51.049691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61eae245-8fb8-465c-b5cc-250a96b1375c · outbound

This paper cites The CHiME-8 DASR Challenge for generalizable and array agnostic distant automatic speech recognition and diarization,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR The CHiME-8 DASR Challenge for generalizable and array agnostic distant automatic speech recognition and diarization,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:51.036796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 74edc098-c7e4-448c-835c-861422535ed7 · outbound

This paper cites Multi-channel transformer transducer for speech recognition,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Multi-channel transformer transducer for speech recognition,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:51.023058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 351ed256-9f22-4757-9cb8-b6d70a13e94e · outbound

This paper cites The PCG-AIID system for L3DAS22 challenge: MIMO and MISO convolutional recurrent network for multi channel speech enhancement and speech recognition,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR The PCG-AIID system for L3DAS22 challenge: MIMO and MISO convolutional recurrent network for multi channel speech enhancement and speech recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:51.009161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5d3c4ac-cb46-41aa-8bc1-d1b93f864172 · outbound

This paper cites MFCCA: Multi-frame cross-channel attention for multi-speaker ASR in multi- party meeting scenario,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR MFCCA: Multi-frame cross-channel attention for multi-speaker ASR in multi- party meeting scenario,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.995216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b44bd881-22ce-43cb-98a1-e9fb85f3f82f · outbound

This paper cites A comparative study on multichannel speaker-attributed automatic speech recognition in multi-party meetings,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR A comparative study on multichannel speaker-attributed automatic speech recognition in multi-party meetings,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.981390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f4697f2-7a68-4b76-89fa-ab08bfd1c971 · outbound

This paper cites End-to-end multichannel speaker-attributed ASR: Speaker guided decoder and input feature analysis,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR End-to-end multichannel speaker-attributed ASR: Speaker guided decoder and input feature analysis,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.966918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ada5b9b1-1d8a-4cad-bd24-7a376f300995 · outbound

This paper cites Attention is all you need,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Attention is all you need,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.953944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation defdebbb-1f9d-4e83-a8bf-70c1be4c1c6e · outbound

This paper cites All-neural beamformer for continuous speech separation,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR All-neural beamformer for continuous speech separation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.940938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a799504f-d40a-42bd-b525-78557ba1b0c6 · outbound

This paper cites End- to-end integration of speech recognition, dereverberation, beamforming, and self-supervised learning representation,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR End- to-end integration of speech recognition, dereverberation, beamforming, and self-supervised learning representation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.927593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5a0f30f0-2582-418f-bb30-8fce3852fc02 · outbound

This paper cites Joint beamforming and speaker-attributed ASR for real distant-microphone meeting tran- scription,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Joint beamforming and speaker-attributed ASR for real distant-microphone meeting tran- scription,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.913886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d3bf0c4e-9ff3-4459-8a1e-776df7d0caa3 · outbound

This paper cites Integration of speech separation, diarization, and recognition for multi-speaker meetings: System descrip- tion, comparison, and analysis,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Integration of speech separation, diarization, and recognition for multi-speaker meetings: System descrip- tion, comparison, and analysis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.899382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 046801b2-b340-41ff-99f9-175e49d48b7e · outbound

This paper cites Train from scratch: Single- stage joint training of speech separation and recognition,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Train from scratch: Single- stage joint training of speech separation and recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.884643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7fb8988d-b722-4336-b6ce-811601eebdee · outbound

This paper cites Varar- ray meets T-Sot: Advancing the state of the art of streaming distant conversational speech recognition,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Varar- ray meets T-Sot: Advancing the state of the art of streaming distant conversational speech recognition,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.870424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89acaa27-1e1c-4acb-9597-411bde80ee50 · outbound

This paper cites Automatic channel selection and spatial feature integration for multi-channel speech recognition across various array topologies,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Automatic channel selection and spatial feature integration for multi-channel speech recognition across various array topologies,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.855963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61f785cd-8e15-4b50-be4c-7404540b9dbc · outbound

This paper cites Serialized output training for end-to-end overlapped speech recognition,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Serialized output training for end-to-end overlapped speech recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.842204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b733af6b-1444-4b77-92b8-4ba042be8620 · outbound

This paper cites The AMI meeting corpus: A pre-announcement,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR The AMI meeting corpus: A pre-announcement,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.828507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d6cbb986-c539-429b-8c72-55b054c7b9db · outbound

This paper cites Vincent, T.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Vincent, T

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T15:59:50.626347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16bd8d5b-1dd3-416f-ac38-0d7a618a513b · outbound

This paper cites an unresolved cited work.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:59:50.805902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 064906d7-3e1b-4643-8e5f-2ef90ae28f96 · outbound

This paper cites Simulating realistic speech overlaps improves multi- talker ASR,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Simulating realistic speech overlaps improves multi- talker ASR,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.792414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80931eda-f885-4de1-aeae-034fdceb2cb6 · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Librispeech: An ASR corpus based on public domain audio books,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.777696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4b7bfe73-efd8-47fd-a98a-7fc75163ee5d · outbound

This paper cites Joint speaker counting, speech recognition, and speaker identification for overlapped speech of any number of speakers,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Joint speaker counting, speech recognition, and speaker identification for overlapped speech of any number of speakers,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.764448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08fc5ff9-6a88-4ad9-813a-c80143cee246 · outbound

This paper cites Sentencepiece: A simple and language inde- pendent subword tokenizer and detokenizer for neural text processing,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Sentencepiece: A simple and language inde- pendent subword tokenizer and detokenizer for neural text processing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.750565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ac7dbd8b-c8db-463e-9351-9679a547937f · outbound

This paper cites Towards low-distortion multi-channel speech enhance- ment: The ESPNet-SE submission to the L3DAS22 challenge,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR Towards low-distortion multi-channel speech enhance- ment: The ESPNet-SE submission to the L3DAS22 challenge,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.736876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa6d5130-7be7-4cfe-b22a-b0a195f34e2b · outbound

This paper cites DNN-based Parameter Estimation for MVDR Beamforming and Post-filtering,.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR DNN-based Parameter Estimation for MVDR Beamforming and Post-filtering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:59:50.723263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20b0066c-08bc-4209-88d3-a0ff7b7a956e · outbound

This paper cites TorchAudio: Building Blocks for Audio and Speech Processing.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR TorchAudio: Building Blocks for Audio and Speech Processing

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:59:50.657470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 534df2ed-ea35-4613-877f-0e19fe1f9387 · outbound

This paper cites SpeechBrain: A General-Purpose Speech Toolkit.

Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR SpeechBrain: A General-Purpose Speech Toolkit

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:59:50.661700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.