Paper Citation Record · LEDGER

SUPERB: Speech processing Universal PERformance Benchmark

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 40 inbound Pith citation observations for arXiv:2105.01051.

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

pith.paper-citation-record.v1
2105.01051 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:30:10.997692Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T14:53:55.761527Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7f08a44d-91ff-4e09-8a10-aea7e0730d3b · inbound

CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing cites this paper.

CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing SUPERB: Speech processing Universal PERformance Benchmark

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T21:30:10.997692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa365929-7583-4da4-924a-e36fdb2f6d70 · inbound

Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis cites this paper.

Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis SUPERB: Speech processing Universal PERformance Benchmark

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:24:22.432903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 482a3266-c427-437a-8a90-2b17a9a8bf9d · inbound

Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detection cites this paper.

Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detection SUPERB: Speech processing Universal PERformance Benchmark

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T18:06:18.040748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6ff449-43b6-4c1b-8bc7-29e7b25f4afd · inbound

Audio-Language Models for Audio-Centric Tasks: A Systematic Survey cites this paper.

Audio-Language Models for Audio-Centric Tasks: A Systematic Survey SUPERB: Speech processing Universal PERformance Benchmark

Reference 153

Resolution: unresolved; no resolver link, observed 2026-08-10T14:36:19.889484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a1a052-2da7-43d5-a94e-3fa582a15f61 · inbound

When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation cites this paper.

When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T19:16:37.865512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 784e7f01-6faf-43e2-a3e3-16adc5fa465a · inbound

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection cites this paper.

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection SUPERB: Speech processing Universal PERformance Benchmark

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T04:35:12.644162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d0c985-1dcc-433f-9059-aaa8909fc1e0 · inbound

Large Language Models based ASR Error Correction for Child Conversations cites this paper.

Large Language Models based ASR Error Correction for Child Conversations SUPERB: Speech processing Universal PERformance Benchmark

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:07:32.131218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c822dc6b-1ea6-4b31-a86a-eea374679c94 · inbound

DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation cites this paper.

DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation SUPERB: Speech processing Universal PERformance Benchmark

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:47.829556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23de2174-1071-4659-8a82-a16a72715415 · inbound

StressTest: Can YOUR Speech LM Handle the Stress? cites this paper.

StressTest: Can YOUR Speech LM Handle the Stress? SUPERB: Speech processing Universal PERformance Benchmark

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T13:02:18.245043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b7fa7fea-a8de-4bd5-b118-5815cf44f159 · inbound

Continual Speech Learning with Fused Speech Features cites this paper.

Continual Speech Learning with Fused Speech Features SUPERB: Speech processing Universal PERformance Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.069395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8de2a0e-6168-4d88-ab94-a6a625aaacae · inbound

Joint ASR and Speaker Role Tagging with Serialized Output Training cites this paper.

Joint ASR and Speaker Role Tagging with Serialized Output Training SUPERB: Speech processing Universal PERformance Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:30.437423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4a97ade-ec12-49e6-9a14-2af222fe9663 · inbound

FixTalk: Taming Identity Leakage for High-Quality Talking Head Generation in Extreme Cases cites this paper.

FixTalk: Taming Identity Leakage for High-Quality Talking Head Generation in Extreme Cases SUPERB: Speech processing Universal PERformance Benchmark

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:31.169287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724aaa79-c9b0-4550-bf4b-3bd285639038 · inbound

AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation cites this paper.

AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation SUPERB: Speech processing Universal PERformance Benchmark

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:59.287586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b7f3c5-28e0-411e-80db-09449c0dffa8 · inbound

Towards Robust Speech Recognition for Jamaican Patois Music Transcription cites this paper.

Towards Robust Speech Recognition for Jamaican Patois Music Transcription SUPERB: Speech processing Universal PERformance Benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:27.022505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4660fb3d-fdf7-40e6-89ae-fe74d8854c43 · inbound

Multi-Modal Motion Retrieval by Learning a Fine-Grained Joint Embedding Space cites this paper.

Multi-Modal Motion Retrieval by Learning a Fine-Grained Joint Embedding Space SUPERB: Speech processing Universal PERformance Benchmark

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:20.126818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35525ca-2a30-43d0-9329-ae571f573311 · inbound

Representing Speech Through Autoregressive Prediction of Cochlear Tokens cites this paper.

Representing Speech Through Autoregressive Prediction of Cochlear Tokens SUPERB: Speech processing Universal PERformance Benchmark

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T19:54:58.546041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b381d03e-da15-48d3-bd19-0adf626e619d · inbound

Deformation Driven Suction Cups: A Mechanics-Based Approach to Wearable Electronics cites this paper.

Deformation Driven Suction Cups: A Mechanics-Based Approach to Wearable Electronics SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T19:46:48.209823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925214f4-052a-4fc9-9a96-b3d59c39ffe5 · inbound

AVEX: What Matters for Animal Vocalization Encoding cites this paper.

AVEX: What Matters for Animal Vocalization Encoding SUPERB: Speech processing Universal PERformance Benchmark

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T22:16:51.709697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f4738f6-a9f9-4743-b03f-76a552e53c59 · inbound

Multiple-Noise-Resilient Nonadiabatic Geometric Quantum Control of Solid-State Spins in Diamond cites this paper.

Multiple-Noise-Resilient Nonadiabatic Geometric Quantum Control of Solid-State Spins in Diamond SUPERB: Speech processing Universal PERformance Benchmark

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T19:39:22.296512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d9a2068-4691-4b0e-a7a7-c09ff5e2cc0c · inbound

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation cites this paper.

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation SUPERB: Speech processing Universal PERformance Benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T11:41:02.892997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a697c031-e64b-4621-b4ed-b4c604146834 · inbound

Joint Learning using Mixture-of-Expert-Based Representation for Speech Enhancement and Robust Emotion Recognition cites this paper.

Joint Learning using Mixture-of-Expert-Based Representation for Speech Enhancement and Robust Emotion Recognition SUPERB: Speech processing Universal PERformance Benchmark

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T18:11:42.900862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f984d490-1f1f-4575-8b54-3c91fb536ed3 · inbound

ParaSpeechCLAP: A Dual-Encoder Speech-Text Model for Rich Stylistic Language-Audio Pretraining cites this paper.

ParaSpeechCLAP: A Dual-Encoder Speech-Text Model for Rich Stylistic Language-Audio Pretraining SUPERB: Speech processing Universal PERformance Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T16:09:50.207908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9102b529-8e2c-43ce-90e9-6f0d6c407315 · inbound

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals cites this paper.

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals SUPERB: Speech processing Universal PERformance Benchmark

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:25:54.281562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1d174128-92b1-4b5d-90be-656fa86a94bc · inbound

Alethia: A Foundational Encoder for Voice Deepfakes cites this paper.

Alethia: A Foundational Encoder for Voice Deepfakes SUPERB: Speech processing Universal PERformance Benchmark

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:41:33.505238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2e8d27b2-891d-4f3f-bca1-e5eff96c860f · inbound

Multi-layer attentive probing improves transfer of audio representations for bioacoustics cites this paper.

Multi-layer attentive probing improves transfer of audio representations for bioacoustics SUPERB: Speech processing Universal PERformance Benchmark

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:31:28.421913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4bcd3ac3-e213-4e36-8687-991e32b4b297 · inbound

AudioMosaic: Contrastive Masked Audio Representation Learning cites this paper.

AudioMosaic: Contrastive Masked Audio Representation Learning SUPERB: Speech processing Universal PERformance Benchmark

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:53:28.854680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 458ee8da-b048-4de5-9728-65bcad93a99e · inbound

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages cites this paper.

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages SUPERB: Speech processing Universal PERformance Benchmark

Reference 228

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:38:21.758423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26975453-eb90-4d85-87ab-71f476c7aee6 · inbound

A Unified and Reproducible Experimentation Framework for Speech Understanding cites this paper.

A Unified and Reproducible Experimentation Framework for Speech Understanding SUPERB: Speech processing Universal PERformance Benchmark

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:16:12.193979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 82c14792-db0e-40de-9be4-3c637d99cb18 · inbound

MOSS-Audio Technical Report cites this paper.

MOSS-Audio Technical Report SUPERB: Speech processing Universal PERformance Benchmark

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T00:56:25.070239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3342e72b-077b-4df4-ae0a-95680c353790 · inbound

SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails cites this paper.

SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:47:19.562187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2906d0af-dab0-419d-b7fb-6f3e014dc63a · inbound

S-JEPA : Soft Clustering Anchors for Self-Supervised Speech Representation Learning cites this paper.

S-JEPA : Soft Clustering Anchors for Self-Supervised Speech Representation Learning SUPERB: Speech processing Universal PERformance Benchmark

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:19:24.216627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fdcd89da-18a7-46e6-8099-6ac99c19f2e2 · inbound

Impact Analysis of Speech Representation Learning Models for Acoustic Side-Channel Attack cites this paper.

Impact Analysis of Speech Representation Learning Models for Acoustic Side-Channel Attack SUPERB: Speech processing Universal PERformance Benchmark

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:39:37.328046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c6760762-9e33-4456-8c11-2dda8ff85c86 · inbound

Impact Analysis of Speech Representation Learning Models for Acoustic Side-Channel Attack cites this paper.

Impact Analysis of Speech Representation Learning Models for Acoustic Side-Channel Attack SUPERB: Speech processing Universal PERformance Benchmark

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:33:54.408623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e04976fb-eddd-48d7-817e-3474b7469bb9 · inbound

MSU-Bench: Towards Speaker-Centric Understanding in Conversational Multi-Speaker Scenarios cites this paper.

MSU-Bench: Towards Speaker-Centric Understanding in Conversational Multi-Speaker Scenarios SUPERB: Speech processing Universal PERformance Benchmark

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T11:49:50.798715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd021a1a-d2c2-4ef3-a5e2-6faea7688acd · inbound

End-to-End Voice Intent Recognition for Spontaneous Human-Drone Interaction with Naive Users cites this paper.

End-to-End Voice Intent Recognition for Spontaneous Human-Drone Interaction with Naive Users SUPERB: Speech processing Universal PERformance Benchmark

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T07:29:38.212507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 15289bd6-f251-4997-93be-5a9d1e8d1798 · inbound

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition cites this paper.

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T16:24:57.677906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5bf67c4-e13c-4e07-ba87-265be4b59ea9 · inbound

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning cites this paper.

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning SUPERB: Speech processing Universal PERformance Benchmark

Reference 111

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T05:56:39.882231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7963645b-9cd7-4068-b5d1-df5bcd427f8c · inbound

SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models cites this paper.

SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models SUPERB: Speech processing Universal PERformance Benchmark

Reference 41

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T14:53:55.763035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b307710e-4c92-4ad4-8562-05cadfad0ae0 · inbound

Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction cites this paper.

Multi-Phonation Graph Learning with Self-Supervised Speech Embeddings for ALS Detection and Progression Prediction SUPERB: Speech processing Universal PERformance Benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:57:44.725464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00876789-57bd-4e7b-8726-22dd09ef36fa · inbound

Speaker Verification Under Real Classroom Conditions for English Speech cites this paper.

Speaker Verification Under Real Classroom Conditions for English Speech SUPERB: Speech processing Universal PERformance Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:52:34.565904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.