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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 2026-08-21T06:32:19.484+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

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.044440Z digest=sha256:8626deb01bbaad9048cb1481a97594750fdb6e86c039d0ca3128a046fa1bdb76

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.048464Z digest=sha256:a296d6226fa6453533ce798d90333a8741664f85311f79fce06d8c09ca1845c4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.051877Z digest=sha256:4936422d47e0bbe0e88852e806dfe2d07603893587e2289eb1e2b868ed514c9d

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

Resolution
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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.055765Z digest=sha256:d64ddd8d91da202853ba0b21d1ab0d61bdbdb6c30a628458da6bcb71f509cad4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.059520Z digest=sha256:e03f4295da379e6c0a5fe2638bfb87c6c150543e3e0a237865b1952a62bda607

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.062876Z digest=sha256:8335e9945d576e2e73d0ad1ef98b5431a2694ee98e6a467d867e35f3fe66080f

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

Resolution
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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.066206Z digest=sha256:b42b3806ccede3d6b4dd2e7528dc7a42baa04bc95dd1b2e4931fef1691a1f7ac

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.069760Z digest=sha256:5bb5e0be13aeea0035de317b6bc6857a64e26f1b12477c43fdb120f652d6c050

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.072944Z digest=sha256:92cd084ad3c75293c8623564c4687f91cf25cd2422e2886c68acb6dabdc5f9f3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.076259Z digest=sha256:e6bc93b75f6f649f36a6b44d5a4e0ca92fc38eda7381b7b73c76a551cb071cc4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.079667Z digest=sha256:71ff84261ba410f99b4d776da42814036d5991897be5b66d06b696872bec771d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.082987Z digest=sha256:5f86c4e9a3d72bcb2e9283baf8f3b279d648e2373dec88016e3291fc19521f91

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.086102Z digest=sha256:0455160bb677f5ac07e26e89e914e233f9478b8e20897c9e7c9346ffac690942

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.089445Z digest=sha256:8b1aaaf6e927f065ce9fc4f01a8c816c511be27b7dd7cf75c4bbb9e8440f43f0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.092519Z digest=sha256:557314f9e521bde09b8db81bfc8934a9d6b8aea82644c09e5a840181627c9e84

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.096061Z digest=sha256:17926d9384c2b09f519e384d4cc8acb3255dac0cf8d3359fd372c8012c645802

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.099584Z digest=sha256:40edbad146fc6db62c5ffd25b48fa3bf9cb0208c6bafd23118814caaf5a24136

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.102550Z digest=sha256:9b395cc8be8115a449a9b932b111fb4ddc13505be1dbb9f1154da0054aa91a6a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.105537Z digest=sha256:6e2978db2872a1eeba82203fe0092575d1ef9da12c8ad191524aa30287ff81bc

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.108760Z digest=sha256:aa99de66bbad2e06c4329fe3242d0e208612064f78a4749d43310bde8281a955

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.112031Z digest=sha256:a6df46b28d76debe668d762515c489d41675ab46c851b1d018447fea098fff4b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.115073Z digest=sha256:8e4b7f475c3ac50cf935ec52eed2b789e3115fb8d9e724fb28f5791ced0104c5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.117863Z digest=sha256:daab97303c9170df0d314920c010cfce67b83acf982a2d00b60e1a7df55df434

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.120678Z digest=sha256:28f9959a9f3f93cce11c09c1011292cadf11af95aedab0b1792e265e3a6282a6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.123751Z digest=sha256:8185ef84c459d1d5186d6025da342d737f3c347262a33b9b335b306a3fb5ba98

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.126867Z digest=sha256:052dc19df17a2c82afa5e1220fce2ccbd7cbd5e1d7e7ab866672f39821e08e68

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.129829Z digest=sha256:48c4265f5d4a928d3f64b7fee859c241b73649a8ac2e2008fa4369ab4c5ed748

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.132694Z digest=sha256:3a6ba3becb38f0bfb077c1a30ad5c1fb0687f7c1a0ea3b2956a97a5270f3b40a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.136335Z digest=sha256:793b7dcb95fbba8eafe7a15b70a45cb5ae0637e3281fc119a264f9b589c6a0f2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.139220Z digest=sha256:4bab62ac89fc7d5b13672a793a515030926c070352b65cea25902c7b50b55414

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.142094Z digest=sha256:1727638eb405e53b05390c1e533da7db6a808f46ef5342a18acd7ac41de3d761

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.148200Z digest=sha256:84816c528f6fd1b448eea3c87f8eb3aaf61ca5ba4375393cc4b92b9532d59606

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.151054Z digest=sha256:78372e4c212363d3df70e7351b1133d2953fb3c6ed1e2a64935e01ff4ea27cbe

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.154057Z digest=sha256:84c7af0a96e9d56e6d07c93c52beab4937aaaaaed0ddfb4a268e9b8879a3a07a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.156857Z digest=sha256:a55012691701bddb2260a2b2edc0f4d469fef4dea0c0090dc49176309cedd2e6

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.160160Z digest=sha256:ebf3a6ec6c427005befebe026a527c477e9c1a9d2cb1e072f2f54670981bd8ae

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.162954Z digest=sha256:b01937a93adbfe5b2485bf853c9be3619bcdadd6a0b52502e28ac30bb353e356

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.165915Z digest=sha256:dfc7c467d2bceae4a1f3d627b50cfa1ab10d828d2f8040f719393ced754254a3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.168888Z digest=sha256:723c33b6f517922ae9428ae6fda334d0b65a9833bf15e4f1d8e959ab707a496b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.171948Z digest=sha256:93da454e20696fbc2f245ba78cbf0c6e1661b8f413560443f4c20ad8ef378567

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.177908Z digest=sha256:453d2834faf8282b0c74532250b65707772c70fedc878fb330ae291153bdabd5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.180802Z digest=sha256:6d359e8a84ea5d9aa0f89dc9c19241f65943dbd8563debeaba55dba81b50dbf3

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.183996Z digest=sha256:e8deca19d96a24f39dbe1fd5a82b11a2fdbc1b9ddd8b990b77b2b91d63218661

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-05T12:40:11.044440Z digest=sha256:8626deb01bbaad9048cb1481a97594750fdb6e86c039d0ca3128a046fa1bdb76