Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T03:37:34.698623Z
Paper Citation Record · LEDGER
As of 1 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2606.31552.
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 2026-07-01T03:37:34.698623Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T03:37:34.698623Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T11:55:42.473202Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b4b6040d-c8f6-4a61-b0d4-898464a15d5e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations However, this interaction frequently occurs in acous- tically complex environments
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 15f48477-71a8-4862-b5bc-d1a056ed47dc · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Improving multichannel speech enhancement through accurate room-acoustic simulations
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b5c4f3fa-5201-420d-b06e-42bae8e264c3 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Network configuration We train SpatialNet [5] to investigate the relationship be- tween room-acoustic simulation accuracy and neural network downstream performance
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b7ad69de-e005-48ef-b64a-6a43ba60f362 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Figure 2 shows the me- dian WER of all models under the investigated overlap con- ditions, with bootstrapped 95 % confidence intervals
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation dce75e04-9787-4dc1-9cfe-904aaee09f1a · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation bbdcb9de-802f-4276-bdaf-d72cb91d0939 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations All AI-assisted content was reviewed and re- vised by the authors to ensure accuracy and clarity of meaning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 3f5bb617-0b6a-4114-95aa-14126379e058 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A fully convolutional neural network for speech enhancement,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 621954f5-24dd-4976-8dc8-2d9f7a63d03b · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Speech enhancement with LSTM recurrent neural networks and its application to noise-robust ASR,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 5418a4ea-ac6a-4120-b358-bb6a34cd5df3 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Supervised speech separation based on deep learning: An overview,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 03eeaf57-00ff-4927-a1dc-648202a8961e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations DeepFilterNet: A low complexity speech enhancement frame- work for full-band audio based on deep filtering,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation cdef8812-0197-4b93-b3dd-0119b692bbda · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations SpatialNet: Extensively learning spatial in- formation for multichannel joint speech separation, denoising and dereverberation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 2b0a21e4-34ae-472c-90b6-1f2502e34867 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Microphone array signal processing and deep learn- ing for speech enhancement: Combining model-based and data- driven approaches to parameter estimation and filtering,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 5b32f1c9-c8ab-47f3-8549-117b7c869995 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A time-frequency fusion model for multi-channel speech enhancement,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b27dc135-5331-451b-a896-c74e6b325c18 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations ICASSP 2023 Deep Noise Suppression Challenge,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation c28ce9c2-2cbb-43ce-b3f6-355a9e3826f2 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A study on data augmentation of reverberant speech for robust speech recognition,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 3791f750-d74b-4b96-9055-1c20189b52d0 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Generation of large-scale simulated utterances in virtual rooms to train deep-neural networks for far-field speech recognition in Google Home,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation d229e4e2-e5c7-4dc6-b4e7-41ecf468a84a · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations WHAMR!: Noisy and reverberant single-channel speech sep- aration,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation cf3b340b-0134-48a5-a3b7-855bf4ad6b15 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A study on more realistic room simulation for far-field key- word spotting,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 6bc8c312-1f1e-4698-ad34-e1208f6152f5 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Quantifying the effect of simulator-based data augmentation for speech recognition on augmented reality glasses,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 25c8b68f-7b98-430e-8895-6cdc39909b2e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations How to (virtually) train your speaker localizer,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ee1ab19c-d22a-4465-b100-7415607c456e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations MB-RIRs: a synthetic room impulse response dataset with frequency- dependent absorption coefficients,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0b5a204b-48f3-4933-9683-8cc00229414b · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations GW A: A large high-quality acoustic dataset for audio processing,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 37e048f7-7f71-4a1f-96c0-9c5bc3c8046b · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Overview of geometrical room acoustic modeling techniques,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 90b42bb8-3754-4e37-a34f-bde6a6e4a703 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Calculating the acoustical room response by the use of a ray tracing technique,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation be2cfb8b-0a5b-4860-b179-b41e9ededb30 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Fifteen years’ experience with computerized ray tracing,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 5a182f93-52dd-43ae-a226-d89e7e5e9007 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Image method for efficiently sim- ulating small-room acoustics,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 671a011f-e454-4caa-b32f-5e38ed9edeac · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Extension of the image model to arbitrary polyhedra,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 404d372f-b581-4969-a595-fa7e2852c50f · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Computation of edge diffraction for more accurate room acoustics auralization,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 260a4f1c-5226-4da1-9d74-2ce892cf24c7 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations High-order diffraction and diffuse reflections for interactive sound propagation in large environments,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 49054b47-13b5-431f-a1b3-dd7ab1f58a8f · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Computer simulations in room acoustics: Con- cepts and uncertainties,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 00efa407-07de-44fa-898f-0ab5941ee2db · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A round robin on room acoustical simulation and auralization,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation c92823e8-64e3-4ddc-884b-effd1a272e67 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Finite difference and finite volume methods for wave-based modelling of room acoustics,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 37469d37-c9d2-458d-b78c-406914e7941d · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Time domain room acoustic simulations using the spectral element method,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f4ddc93e-4f35-4001-9356-fb4944b5dbfe · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A review of finite element methods for room acous- tics,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation fa348d3b-f95a-4b39-997b-d46e604abc96 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Finite-difference time-domain simulation of low-frequency room acoustic problems,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ec7d98c8-e9f7-4710-a314-4599a2162002 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Room acoustics modelling in the time-domain with the nodal discontin- uous Galerkin method,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 604c407a-73ce-4f06-a876-8d233c99216b · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Time-domain room acoustic simulations with extended-reacting porous absorbers using the discontinuous Galerkin method,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 98527c00-9688-4a8c-ad49-b485e2a5445e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Massively par- allel nodal discontinous Galerkin finite element method simulator for room acoustics,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation fd776711-f0a0-40d9-aa5a-c6d8e407bea0 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Rays or waves? under- standing the strengths and weaknesses of computational room acoustics modeling techniques,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation d6b49ad9-1167-49d2-aa40-a695415065f3 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Conformer: Convolution-augmented transformer for speech recognition,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 289dcdbc-c786-4d60-a05b-4c2d6e19ebbc · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Attention is all you need,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 2d1cbde9-d9aa-4c30-b9e5-5887d93b920b · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations gpuRIR: A python library for room impulse response simulation with GPU accelera- tion,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation bf85ab3f-4333-48cf-b651-78c323173fbf · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Continuous speech separation: dataset and analysis,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9523f423-3255-47fe-a21c-e9a5288dbcd1 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Lib- rispeech: An ASR corpus based on public domain audio books,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 78e9ce16-4f0b-49f3-a7f3-e4a3d425c12e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations A dataset of higher-order Ambisonic room impulse responses and 3D models measured in a room with varying furniture,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation bd29748c-3af6-4d20-a0d8-cdf56cfcd00e · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Dataset of Spatial Room Impulse Responses in a Variable Acoustics Room for Six Degrees-of-Freedom Rendering and Analysis
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 94fb38c3-1938-471d-a3ac-e001dc283444 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations The reverb challenge: A common evalu- ation framework for dereverberation and recognition of reverber- ant speech,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9576d464-15da-424b-bed8-17a1659c9342 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Generating nonstation- ary multisensor signals under a spatial coherence constraint,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 2ce72f03-b0a0-4c08-9542-a0462f78620a · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations The Kaldi speech recog- nition toolkit,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 4e78e18d-e679-4eb2-93ee-c08157d54007 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 29a4e17c-d0f3-4af5-b1a8-8b4e6c3ebffe · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Speech recognition with deep recurrent neural networks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 61d6f562-3fb4-4299-8b91-c1b8baff2908 · outbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Maxi- mum mutual information estimation of hidden markov model pa- rameters for speech recognition,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 15f48477-71a8-4862-b5bc-d1a056ed47dc · inbound
Improving multichannel speech enhancement through accurate room-acoustic simulations Improving multichannel speech enhancement through accurate room-acoustic simulations
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.