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Paper Citation Record · LEDGER

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays

As of 22 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2509.01399.

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

pith.paper-citation-record.v1
2509.01399 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:40:11.183996Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:40:11.044440Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T12:40:11.252425Z

Reference resolution

45 of 45 outbound references displayed

  • verified exact1
  • verified fuzzy40
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79398dc7-558a-4d56-acf5-ade20b3a4cdd · outbound

This paper cites CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays

Reference 1

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metadata mismatch
local_arxiv, observed 2026-08-05T12:40:11.256210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.044440Z digest=sha256:8e6ddbda7e37d05d5289bdf48a689189aa85e4d13b569efd5ec4607f23d56070

Observation d90c2ca7-cb60-4fdc-85ae-ba56ed978ab6 · outbound

This paper cites standard postures.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays standard postures

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.654291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.048464Z digest=sha256:6787c9e656eff77d1cd02b89d4405847f63d1663a813a0de780c4a73a069a523

Observation b0dbfd46-f48b-4ce9-83bc-2329dabc72ff · outbound

This paper cites non-standard postures.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays non-standard postures

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.645047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.051877Z digest=sha256:5b2b2819c34e17bf2053f299f5527874a584886906b8acca536856a31edfcc5f

Observation d3eba852-f6bd-40cc-bcbb-d699d89e8629 · outbound

This paper cites non-standard postures.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays non-standard postures

Reference 4

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malformed identifier
raw_fallback, observed 2026-08-05T12:40:11.636006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.055765Z digest=sha256:f4ff02ef201d72af88e3348ddf32d64c3835b553780aa81aa5f0a68e235dcc8e

Observation f81def63-024c-4f62-ad94-730b9adcf7e9 · outbound

This paper cites non-standard postures.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays non-standard postures

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.626691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.059520Z digest=sha256:fcd7b88f8fa167f68790d55680c9f4d28ca7de36feb111e2365368a26fe0b6eb

Observation 8640c8bd-635e-4e1c-9190-f6a54c7d90d2 · outbound

This paper cites Human-vehicle interac- tion to support driver’s situation awareness in automated vehicles: A systematic review,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Human-vehicle interac- tion to support driver’s situation awareness in automated vehicles: A systematic review,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.617479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.062876Z digest=sha256:e2aa819521bafa1e28bf7a7c41745cd01c68ff6bcad4a332ca94328060b991d5

Observation 41bfc2cf-0752-419d-a8db-fb5e1598a172 · outbound

This paper cites Intelligent in-vehicle interac- tion technologies,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Intelligent in-vehicle interac- tion technologies,

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.607561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.066206Z digest=sha256:db81d248cb457c46cad345ed62ed095d078f9f1c8c744626a96ac377471ba304

Observation fa2580c3-f773-4a38-9f62-c7e501966d58 · outbound

This paper cites Model-based estimation of in- car-communication feedback applied to speech zone detection,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Model-based estimation of in- car-communication feedback applied to speech zone detection,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.597726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.069760Z digest=sha256:5efe24a6031bfc7b00f06265708638fa1b3f4bca9cbe3b8b8fc3c3f079ada739

Observation d4bbf168-52bf-43dd-976b-87785df8c1ef · outbound

This paper cites Conversational in-vehicle dialog systems: The past, present, and future,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Conversational in-vehicle dialog systems: The past, present, and future,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.588043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.072944Z digest=sha256:5ede060faacf58b0921d1ad244de3cdf66731775ea2d8ffdeaac05fac070a5a4

Observation db09ae59-2436-4dba-8544-fb14cf4f78b6 · outbound

This paper cites Adaptive nonlinear regression using multiple distributed microphones for in-car speech recog- nition,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Adaptive nonlinear regression using multiple distributed microphones for in-car speech recog- nition,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.577904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.076259Z digest=sha256:b3072356641da18f568b83318eb499d176b0f3b05c46a2480ec57888f6cd5c0d

Observation f85cc7a7-5466-4209-8107-15c56ccba0d9 · outbound

This paper cites The third ’chime’ speech sepa- ration and recognition challenge: Dataset, task and baselines,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays The third ’chime’ speech sepa- ration and recognition challenge: Dataset, task and baselines,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.568566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.079667Z digest=sha256:39b444ff14375f6c2490b383b6ec89cf9221e9ab0698d75a61a6a2d589349d71

Observation cc6982f1-d1fc-4826-9c32-74503fc53875 · outbound

This paper cites Audio-visual multi-channel integration and recognition of overlapped speech,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Audio-visual multi-channel integration and recognition of overlapped speech,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.559148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.082987Z digest=sha256:130d8ad7bc4ed7031060c575e61efb3ef18a66e21e098c0c793d2019f1a95f3e

Observation 8c9f2452-c77c-4673-b376-07e8da00ca9a · outbound

This paper cites The NPU-ASLP system for audio- visual speech recognition in MISP 2022 challenge,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays The NPU-ASLP system for audio- visual speech recognition in MISP 2022 challenge,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.549273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.086102Z digest=sha256:fc8c5d616ba3475aafb1bb077ba7154032755a5f9570bd2e309fdb95450d2abc

Observation be352d2b-4713-466d-8711-27f141d2ea13 · outbound

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

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Automatic channel selection and spatial feature integration for multi-channel speech recognition across various array topologies,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.539502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.089445Z digest=sha256:3ef3b8d1a789ea6a2822439b9c42f872f9b690e220cb3caf3d6510f8447b9f77

Observation 70047f1d-b1be-404b-8638-05cf935ed3e9 · outbound

This paper cites Neural Blind Source Separation and Diarization for Distant Speech Recognition.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Neural Blind Source Separation and Diarization for Distant Speech Recognition

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:40:11.240601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.092519Z digest=sha256:3a0c6ffdad66fe1822273cf55cdcbdf4f65d06d04c1efe100d3569c2eb445036

Observation fb2ef003-5974-4542-8fb6-4302457376a1 · outbound

This paper cites Recognizing overlapped speech in meetings: A multichannel separation approach using neural networks,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Recognizing overlapped speech in meetings: A multichannel separation approach using neural networks,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.529599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.096061Z digest=sha256:522e3118f39edf6cfe7bc1c66a21d6a60f52e098854d57674b9a48e186f66c3c

Observation 33620b9c-0188-4969-9170-ca6ca0c60bf2 · outbound

This paper cites Neural network based spectral mask estimation for acoustic beamforming,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Neural network based spectral mask estimation for acoustic beamforming,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.519949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.099584Z digest=sha256:a8a5b71ced676a4f63855b334d1daec6cd3258f9fe1661bc5e72eeb773440c57

Observation 8279ad77-52f2-452f-b88b-f4f3f7afd196 · outbound

This paper cites Improved MVDR beam- forming using single-channel mask prediction networks,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Improved MVDR beam- forming using single-channel mask prediction networks,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.511090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.102550Z digest=sha256:ef835adba46c7d0a94a824a08be1084cec4d1e005f04310d004512065956fefe

Observation e14759e9-ad3d-4a17-b331-274cde3280ff · outbound

This paper cites Joint training of complex ratio mask based beamformer and acoustic model for noise robust asr,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Joint training of complex ratio mask based beamformer and acoustic model for noise robust asr,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.501780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.105537Z digest=sha256:acfc149cfd44d2f7187ae2fdaa98418193007d80b9966432bb83beeaf9cdd159

Observation 136ec6c9-2252-4daf-9b15-d66e4acded02 · outbound

This paper cites A fast-converging adaptive frequency- domain MVDR beamformer for speech enhancement,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays A fast-converging adaptive frequency- domain MVDR beamformer for speech enhancement,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.492096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.108760Z digest=sha256:c8c30d08eef2931182a3e6e4df8373b0c25777245375d6b8b6300b44543766d3

Observation 35c8fa33-39fd-4864-a811-5c2a5d2faa99 · outbound

This paper cites Multi-channel multi-frame ADL- MVDR for target speech separation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Multi-channel multi-frame ADL- MVDR for target speech separation,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.482227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.112031Z digest=sha256:61455349cbddc871109c345eb3cea9574c8dcdbb31fa7a7b80a5f87ca43a65c3

Observation fb6a6ab2-9873-4d85-839a-7be964255afe · outbound

This paper cites Multi-microphone complex spec- tral mapping for utterance-wise and continuous speech separa- tion,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Multi-microphone complex spec- tral mapping for utterance-wise and continuous speech separa- tion,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.472889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.115073Z digest=sha256:f8bde18f55d22f841df3c2da86472737a34ce65828e9c6fbf38f1da32052307a

Observation 87eb5167-3cae-4f3f-b946-ca381941b1e2 · outbound

This paper cites Embedding and beamforming: All- neural causal beamformer for multichannel speech enhancement,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Embedding and beamforming: All- neural causal beamformer for multichannel speech enhancement,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.463319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.117863Z digest=sha256:d179982fd72af0b22a879a58d9fd39cb64b39d4e8d88552e8c555d64f3db3f99

Observation bc65aa80-c97b-465a-9aa0-78fff8bd478b · outbound

This paper cites End-to-end microphone permuta- tion and number invariant multi-channel speech separation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays End-to-end microphone permuta- tion and number invariant multi-channel speech separation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.453287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.120678Z digest=sha256:fd8374098ce633a44887dc922afbe8b462e4e294603310753862bb4cdc14b97d

Observation 12a2d4ef-fe67-433a-b86e-cbf58d8ff583 · outbound

This paper cites Dualsep: A light-weight dual-encoder convolutional recurrent network for real-time in-car speech sepa- ration,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Dualsep: A light-weight dual-encoder convolutional recurrent network for real-time in-car speech sepa- ration,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.443954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.123751Z digest=sha256:306a44b5bb13bbe9550c5c4664cc52bc6f61a46626aba89ea5fd84157c354316

Observation 4f1557fd-2df7-4d51-bc85-1f4cf1a6bb03 · outbound

This paper cites Zoneformer: On-device neu- ral beamformer for in-car multi-zone speech separation, enhance- ment and echo cancellation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Zoneformer: On-device neu- ral beamformer for in-car multi-zone speech separation, enhance- ment and echo cancellation,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.434676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.126867Z digest=sha256:cd817ac53aabf44f19ea18f8b6888d4fbd985b2bad1ee99950104160eaec4632

Observation aee710d6-9f1f-4eeb-bebe-a0d51ab8e654 · outbound

This paper cites SDR - half-baked or well done?.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays SDR - half-baked or well done?

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.425094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.129829Z digest=sha256:e8c541dd7f660d7cbe3ce00512b14adfb9d8030a2a4eee6b739f37e99885b165

Observation 2808e658-0c46-4397-9443-5eb790e02aab · outbound

This paper cites An audio-quality-based multi-strategy approach for target speaker extraction in the misp 2023 chal- lenge,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays An audio-quality-based multi-strategy approach for target speaker extraction in the misp 2023 chal- lenge,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.416078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.132694Z digest=sha256:1677dfd84f8200cf159b3c4229602fcd24746f025216759cdc68c7c54294eae1

Observation 4c739a56-a6b1-4e84-a595-3e23f1b33a76 · outbound

This paper cites Single channel tar- get speaker extraction and recognition with speaker beam,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Single channel tar- get speaker extraction and recognition with speaker beam,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.406611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.136335Z digest=sha256:6b1d3fee89fd0da3696a1bbed6a957db04d711017fcef33d9244ea1555572354

Observation cf7768d1-67fb-4a40-9545-505d78ce978d · outbound

This paper cites Impulse response data augmentation and deep neu- ral networks for blind room acoustic parameter estimation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Impulse response data augmentation and deep neu- ral networks for blind room acoustic parameter estimation,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.396757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.139220Z digest=sha256:ed545c196a7aa20076d4a21543ed88d97430a1e7b21796bdff554cde66c44d93

Observation 2e50c474-110f-4003-aaf6-40cad23ba273 · outbound

This paper cites Wenet: Production oriented stream- ing and non-streaming end-to-end speech recognition toolkit,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Wenet: Production oriented stream- ing and non-streaming end-to-end speech recognition toolkit,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.387358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.142094Z digest=sha256:215f8f8da874e8820eae458f7d4012955da7b7e1be114c8d42148bb0042980d7

Observation 16bd1844-5137-40c1-bba7-f93a32e560e7 · outbound

This paper cites FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T12:40:11.144929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:40:11.144929Z digest=sha256:57855fce76099301a15491be79479aa9f180a92bf006c345b475be578c717a76

Observation 8d3e7f96-4277-436c-9ffb-bf78b7b3e0d5 · outbound

This paper cites ICMC-ASR: the ICASSP 2024 in-car multi-channel automatic speech recognition challenge,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays ICMC-ASR: the ICASSP 2024 in-car multi-channel automatic speech recognition challenge,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.377379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.148200Z digest=sha256:322cbce44e45f5726ddb11b15bc27ae512ca2b7a3e7871e20ee65171262ebb6a

Observation 41475755-3256-4ea6-8177-f9f4aef2682f · outbound

This paper cites Multi-channel deep cluster- ing: Discriminative spectral and spatial embeddings for speaker- independent speech separation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Multi-channel deep cluster- ing: Discriminative spectral and spatial embeddings for speaker- independent speech separation,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.367534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.151054Z digest=sha256:610c3e8e02916bed51eb1f8734f5bb641810c06a2bb486cca6ad0b2fb47d69c1

Observation a437e7f1-4c33-412e-ae06-27dbb94a1801 · outbound

This paper cites Fneural speech enhancement with very low algorithmic latency and complexity via integrated full-and sub-band modeling,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Fneural speech enhancement with very low algorithmic latency and complexity via integrated full-and sub-band modeling,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.357933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.154057Z digest=sha256:4ceacc629cb34b97afa4f5cc20a637b289e02dfb782695bf9021bf342bcd83b9

Observation 34d92808-d396-4ceb-a635-13aec6cbda4d · outbound

This paper cites Frame-by-frame closed-form update for mask-based adaptive mvdr beamforming,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Frame-by-frame closed-form update for mask-based adaptive mvdr beamforming,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.346924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.156857Z digest=sha256:acdb2a44a2fcee6a18ab4edb288db6141cb0a510f9f84718ad33927028aab794

Observation b85c257d-576d-4850-be3f-750d0bb58a3d · outbound

This paper cites Conformer: Convolution-augmented transformer for speech recognition,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Conformer: Convolution-augmented transformer for speech recognition,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.337011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.160160Z digest=sha256:bcc3efd8e991897d6fc94e2c7c79eae5fbf552ff950ad31129a35257977aec8e

Observation 9e8a0f89-7d25-476e-9b67-85340a2cdc83 · outbound

This paper cites Continuous speech separation with conformer,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Continuous speech separation with conformer,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.326734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.162954Z digest=sha256:1428c01dea982ab5ce37945b81279421a8f4e807290e6065887e354c660afd84

Observation 143fd7ea-5c0b-45af-b9b0-2d3fa04171e8 · outbound

This paper cites Uformer: A unet based dilated complex & real dual-path conformer network for simultaneous speech en- hancement and dereverberation,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Uformer: A unet based dilated complex & real dual-path conformer network for simultaneous speech en- hancement and dereverberation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.316509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.165915Z digest=sha256:03fd8bf69bf5f26f1dc96c66c129601c829b41906de20e90ca43c7ac097ca4e3

Observation 7495cebb-d48b-4fb0-ad12-e4fdaa154545 · outbound

This paper cites Distil-dccrn: A small-footprint DC- CRN leveraging feature-based knowledge distillation in speech enhancement,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Distil-dccrn: A small-footprint DC- CRN leveraging feature-based knowledge distillation in speech enhancement,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.306264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.168888Z digest=sha256:6905f5e9723f0fb6ca814b57560ff70060f77e1c7caa4e9c81613eae282330fd

Observation b4ab08a2-894b-4f55-a1c9-78528f69e5a8 · outbound

This paper cites Multirate systems and filter banks,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Multirate systems and filter banks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.295936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.171948Z digest=sha256:25f0e24d77c4992f7fb7c8f562555377588efc5c6573d284c1edae64c844b6fa

Observation 637b8795-e9a5-489a-8533-61ba78914a99 · outbound

This paper cites AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T12:40:11.174866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:40:11.174866Z digest=sha256:1d7afc895e9802a41bed50d97c9af654c71b768f3726387bc76b14c655567f31

Observation 8b57adb5-f04c-4ded-86dd-f81599c955b9 · outbound

This paper cites Simultaneous measurement of impulse response and distortion with a swept-sine technique,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Simultaneous measurement of impulse response and distortion with a swept-sine technique,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.286030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.177908Z digest=sha256:a931770e7d5d585700696c59f475522895638f9257ab61fc322d5dce15e8d096

Observation 50369557-f15b-4fea-b3d7-a60672d6eaee · outbound

This paper cites A fast hadamard transform method for the evalua- tion of measurements using pseudrandom test signals,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays A fast hadamard transform method for the evalua- tion of measurements using pseudrandom test signals,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.276101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.180802Z digest=sha256:81f36e196e0407aa66b3c7d5dc51af55d18e7c6c92e59192b8b968315c795910

Observation d3e3b255-6628-4cf2-84f8-27f4ac4f627b · outbound

This paper cites Computer-generated pulse signal applied for sound measurement,.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays Computer-generated pulse signal applied for sound measurement,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:40:11.265919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.183996Z digest=sha256:90195196592d35f8ad785b06f368518ab45a0cd2026c671b549994167d3d1345

Pith citing papers

Observation 79398dc7-558a-4d56-acf5-ade20b3a4cdd · inbound

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays cites this paper.

CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-Car Speech Separation with Distributed Heterogeneous Arrays

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T12:40:11.256210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T12:40:11.044440Z digest=sha256:8e6ddbda7e37d05d5289bdf48a689189aa85e4d13b569efd5ec4607f23d56070