Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T05:26:14.104367Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2502.03260.
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 2026-08-09T05:26:14.104367Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ae385333-7bda-4bdc-bbc3-3000fb6d90a5 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning filterbanks from raw speech for phone recogni- tion,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a940fb83-a029-4d50-89fd-67c331b422c3 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Acoustic modelling with cd-ctc-smbr lstm rnns,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b433856f-f59f-4116-9541-a783e22ab4b7 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Speaker recognition from raw waveform with sincnet,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 568ab058-3cde-4018-b704-9df4bb8da0ec · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends End-to-end spoofing detection with raw waveform CLDNNS,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 987b28f1-b92f-4cc5-99f8-aaf1b881d4c3 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends ESC: Dataset for environmental sound classification,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ffcad32c-bb2f-4883-9c41-351cd4b67183 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Towards learning universal audio representations,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e2b7b99e-5d1f-45af-8475-c0f596a7a4ad · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Filterbank design for end-to-end speech separation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7b1da039-a887-4681-a7e8-edace45ee0a6 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Conformer: Convolution-augmented transformer for speech recognition,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c13d1567-eb07-4a9e-9bf0-1572fb382d1d · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Deep scattering spectrum,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 07170184-b5fb-4077-8755-ccca841376d0 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Pitch-Adaptive Front-End Features for Robust Children’s ASR
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bc707b4f-06f4-4d4d-9196-9cb09ca71960 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Deep residual learning for image recognition,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec42de38-d2cf-442c-af3b-f8492da4dc89 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Conv-tasnet: Surpassing ideal time– frequency magnitude masking for speech separation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 188b866e-8f95-4d63-9637-a3d9948b6e5c · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Real time speech enhancement in the waveform domain,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c3f36b24-9ed4-49d3-8ac2-d58ead9879f6 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning the speech front-end with raw waveform cldnns,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e04c8143-d829-4d61-995b-dd344e649c4c · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends wav2vec: Unsupervised Pre-training for Speech Recognition
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fc00c2b-de34-49f3-9328-f756ff147cc3 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends A deep neural network integrated with filterbank learning for speech recognition,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f9eb6d70-cb69-48e1-b275-8a2feacc7aed · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning the speech front-end with raw waveform CLDNNs,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96635e46-c47b-491a-a2b6-367606f4e5b6 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends LEAF: A Learnable Frontend for Audio Classification,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 96ed5ad4-f44f-4122-8c3b-77edf07c504d · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Train- able frontend for robust and far-field keyword spotting,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 823bf4ce-98f8-4d73-bab6-3b59788ebf0a · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Automatic gain control in cochlear mechanics,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3ac8ca3a-36c1-4d2f-926b-d1a21d2bf462 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends The cochlea as a smart structure,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 30e8efdd-54cd-4e67-86aa-5e978e959651 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Integrating the active process of hair cells with cochlear function,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2a437d72-3168-4151-a7bf-25b8d9f34c15 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Auditory processing of speech signals for robust speech recognition in real-world noisy environments,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b2c10c75-0936-4af9-96e9-675fb9a6b305 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Power-normalized cepstral coefficients (pncc) for robust speech recognition,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 49d37a51-9fd5-4a01-b1de-447ae15fa9eb · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Dnn controlled adaptive front-end for replay attack detection systems,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b4935bf3-18c0-43da-b8e7-eb4805662af2 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Towards learning a universal non- semantic representation of speech,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e335e00c-0181-45e6-af87-8e7fd632a97d · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning filter banks within a deep neural network framework,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 696a8325-e2f6-4544-b5d4-80b415189c30 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Data-driven harmonic filters for audio representation learning,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f364cc1-84c6-4f33-b30d-4ae5821f6d8c · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning a better representation of speech soundwaves using restricted boltzmann machines,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 34089aae-4b4a-49a9-bd3c-a082aee5dcec · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4f853213-f608-4682-8cf0-ca09f16564dd · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Speech acoustic modeling from raw multichannel waveforms,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a46357da-afd4-4e0a-be0d-758f37f03f11 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learnable frontends that do not learn: Quantifying sensitivity to filterbank initialisation,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation abebbd01-ee2c-490c-9a5d-ad8ee5937b04 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends What is Learnt by the LEArn- able Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 26602cf0-42cb-4122-a7f0-560c84a13eaf · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Masked autoencoders that listen,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cd1c2a4b-0a44-4412-b0fa-4b758bcff402 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Beats: Audio pre-training with acoustic tokenizers,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7486415e-e506-4f70-9415-29bed3426fef · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Byol for audio: Exploring pre-trained general-purpose audio representations,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ae9b71d-951e-48e3-900d-591b787d0c02 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends AST: Audio Spectrogram Trans- former,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1768a64a-c332-4c4c-b547-4c5f54d8275a · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends SSAST: Self-supervised audio spectrogram transformer,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeebf783-eb90-4f01-846d-66814d587806 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Hubert: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e88e4c0-982b-4334-b898-6f64cb2aec42 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Wavlm: Large-scale self-supervised pre- training for full stack speech processing,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5f014fb-70ac-4fb9-8735-49df7d7d48a8 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3f85a8f-b93b-4cb0-a207-d0a72c9e5688 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Learning neural audio features without supervision,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bfbff5b8-db82-459b-8b86-5e33261bbef0 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Biologically in- spired adaptive-q filterbanks for replay spoofing attack detection,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5f1d3b46-a94b-4de2-bd16-f29dabdd349a · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Replay detection in voice biometrics: an investiga- tion of adaptive and non-adaptive front-ends,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb2a5e94-9e64-4e1a-830f-a125d7202c21 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Speech nonlinearities, mod- ulations, and energy operators,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9201f60c-b231-4260-a4ca-5c3bb7e82257 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Encoding frequency modulation to improve cochlear implant performance in noise,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8c08a03b-68c8-492e-99fd-53df820cfe74 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Detection of replay-spoofing attacks using frequency modulation features,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c9ac29bd-7e39-41a9-806c-1dd3adb472bd · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Auditory inspired spatial differentiation for replay spoofing attack detection,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0ab6efef-faf6-4056-8537-be3afd456cda · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends SUPERB: Speech Processing Universal PERformance Benchmark,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2caf3c72-d1f0-445b-a828-395bdde77a3f · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3779dd4e-19ec-4fe5-954c-9cd3fa21b426 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Deep learning and music adversaries,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 250ce5a4-a1a9-4ba3-9192-eca598d227de · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends FMA: A dataset for music analysis,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 05b29f96-459b-4640-88ab-fd42e35594ac · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends CREMA-D: Crowd-sourced emotional multimodal actors dataset,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e364dc85-aead-457a-812a-15451f7c3fbb · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends IEMOCAP: Interactive emotional dyadic motion capture database,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d553a0da-0f99-4cbc-981a-86d097cd55f3 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 616539e7-81b2-4ce4-b42d-0c78dc2c6876 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends V oxceleb: A large-scale speaker identification dataset,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4227709d-dc71-45af-a170-1dfaec37d54c · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Efficientnet: Rethinking model scaling for convolutional neural networks,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 57cef8dd-893e-4a9a-a016-19520797f8f0 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Squeeze-and-excitation networks,
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 775b265a-9b47-4a8d-aad4-3f138c61ac15 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends MobilenNetv2: Inverted residuals and linear bottlenecks,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f53d3120-767c-4e3a-b08b-efdb9fa3a50f · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Adam: A method for stochastic optimization,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9169a92b-ae62-4e6e-8daf-ac86329aa8f0 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Audio set: An ontology and human- labeled dataset for audio events,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f4c2ae0-74c0-48ba-af35-65f75a28ad04 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends PANNs: Large-scale pretrained audio neural networks for audio pattern recognition,
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3873f4f9-cb4f-4cbb-b080-eab6cc314233 · outbound
Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends Librispeech: an asr corpus based on public domain audio books,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.