Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T23:55:33.743598Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.15198.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T23:55:33.743598Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
39 of 39 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e7d322e0-9319-497d-81ee-a9962f84c3b6 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings V oiceFilter: Targeted voice separation by speaker-conditioned spectrogram masking,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c3cebdd-84e3-4c6b-9d4b-a57ff60b207e · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings SpEx: Multi-scale time domain speaker extraction network,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85fc6d9a-561e-4aa5-a523-d304745df503 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Neural target speech extraction: An overview,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 069e1799-3731-4254-ac16-51700c65bbc3 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings LibriMix: An Open-Source Dataset for Generalizable Speech Separation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4dbae8e-c24d-479f-8f21-e6a2e6dc16fe · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Deep clustering: Discriminative embeddings for segmentation and separation,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e780a627-4a1c-4fc0-935a-9c112ac0dc33 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings The Fifth ’CHiME’ Speech Separation and Recognition Challenge: Dataset, Task and Baselines,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bb94c4c-e378-4eaf-9c7a-37dbb1e1ac89 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59576c93-bbd0-4d1e-9dad-72bec9de4d80 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Descriptor: Enhancing conversations for the hearing impaired in the 9th computational hearing in multisource environments challenge (CHiME9 ECHI),
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1653f923-83f4-4bfb-9b6e-048b3eed7de3 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings M2MeT: The ICASSP 2022 multi- channel multi-party meeting transcription challenge,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aad57061-785f-4178-8b66-a4eb540f76ca · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings AISHELL-4: An open source dataset for speech enhancement, separation, recognition and speaker diarization in conference scenario,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14798e87-7106-4347-8b4b-b058d496fc40 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings REAL-T: Real Conversational Mixtures for Target Speaker Extraction,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5838dfee-e73c-4258-8624-3ffd9d262e23 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings WeSep: A Scalable and Flexible Toolkit Towards Generalizable Target Speaker Extraction,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26759e63-6c94-4f0f-bf33-bed2262ca686 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Zipformer: A faster and better encoder for automatic speech recognition,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90d1402b-a338-48c0-b415-2c28127159ea · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Wespeaker: A research and production oriented speaker embedding learning toolkit,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148d4467-1d52-4b80-8500-4b4303b6155f · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings DNSMOS P.835: A non- intrusive perceptual objective speech quality metric to evaluate noise suppressors,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07c6eb75-3d97-4018-865b-0455f7c057f2 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings DNSMOS: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edf25c10-fafb-4aae-80b6-0d6b31659444 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Fireredasr2s: A state-of-the-art industrial-grade all-in-one automatic speech recognition system,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 190e11fb-b69e-4c25-be4e-a398e20bf34a · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Image method for efficiently simulating small-room acoustics,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec0b618d-79ec-40eb-99c0-33c7bd5904a4 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings The AMI meeting corpus: A pre-announcement,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5a7209c-cb4b-41d5-ba19-becaf98a87ab · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings DiPCo – Dinner Party Corpus,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6065f502-0b4a-4f35-801c-99b2eb9ef931 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Music source separation with band-split RNN,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17af6bba-510c-4b10-b23d-70938d9a3a12 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Multi-level speaker representation for target speaker extraction,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc0bd727-ffd1-48f2-8897-587d3aef4348 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4092e76c-37dd-40df-b88a-455124d3285a · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Librispeech: an asr corpus based on public domain audio books,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20688441-8a8b-44e2-a978-56e198c428c2 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings V oxceleb: A large-scale speaker identification dataset,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8591ae37-2507-4c98-a3c5-dc4093e07511 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings CN-Celeb: A challenging chinese speaker recognition dataset,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 281449cd-fde4-4c6a-8744-1b4cf4fe03dc · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Aishell-1: An open-source mandarin speech corpus and a speech recognition baseline,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e3370d0-0cf2-4a3f-998d-beebee452ebd · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings CSTR VCTK Corpus: English multi-speaker corpus for CSTR voice cloning toolkit,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7f828df-2080-4458-898d-42c3b89ca208 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5e1aac2-5398-4665-9b9b-a0a8b640fd17 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings WHAM!: Extending Speech Separation to Noisy Environments,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32ad0a4e-59ca-4768-873c-410ea463340a · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings MUSAN: A Music, Speech, and Noise Corpus
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dfe1e0c-70d1-4cb5-8c87-40db1153e645 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings DEMAND: A collection of multi- channel recordings of acoustic noise in diverse environments,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b44bb0f2-0330-4562-b049-f13ae9308a81 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results,
Reference 33
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Unavailable: canonical work link unavailable.
Observation f32a0238-ee59-47b1-b91a-5f6708b50b08 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Building and evaluation of a real room impulse response dataset,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5935f448-6ff7-48da-adca-efe214816240 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Fast random approximation of multi-channel room impulse response,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af715b9-c5e6-480a-8b56-5b562d383461 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings TF- GridNet: Integrating full-and sub-band modeling for speech separation,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 1498298a-a1cc-4c8c-93c0-18a4058c2f64 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings Notes on the history of correlation,
Reference 37
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Unavailable: canonical work link unavailable.
Observation ea63e4ae-e748-4146-87bc-5000313d07cc · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings The proof and measurement of association between two things
Reference 38
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Unavailable: canonical work link unavailable.
Observation c87d1c48-f2df-4a31-91c3-770a881bd309 · outbound
SLT 2026 REAL-TSE Challenge: Real-world Target Speaker Extraction from Conversational Recordings DNSMOS Pro: A reduced-size DNN for probabilistic MOS of speech
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.