XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale | Paper Citation Record

Observation 02381b35-f84c-445a-ae80-fce5332e9019 · 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 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 5

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Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance cites this paper.

Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 16

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Enhancing Expressive Voice Conversion with Discrete Pitch-Conditioned Flow Matching Model cites this paper.

Enhancing Expressive Voice Conversion with Discrete Pitch-Conditioned Flow Matching Model XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 15

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Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings cites this paper.

Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 38

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PSRB: A Comprehensive Benchmark for Evaluating Persian ASR Systems cites this paper.

PSRB: A Comprehensive Benchmark for Evaluating Persian ASR Systems XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 19

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ZIPA: A family of efficient models for multilingual phone recognition cites this paper.

ZIPA: A family of efficient models for multilingual phone recognition XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 2021

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Observation 8c6ee2ef-5abc-41d7-a341-6ff54fb01f02 · inbound

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes cites this paper.

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 13

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Observation ad37c472-53a9-44e6-baed-4e1850d22a49 · inbound

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection cites this paper.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 10

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Observation 38d25a94-b079-4b34-b82c-8025f1e96b67 · inbound

Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching cites this paper.

Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 1

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Observation df060ada-c158-40dd-a58e-c297ca8c74c8 · inbound

Towards Generalized Source Tracing for Codec-Based Deepfake Speech cites this paper.

Towards Generalized Source Tracing for Codec-Based Deepfake Speech XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 31

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Observation 97d95895-7355-4b31-83b6-d50e6d76d3c4 · inbound

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

Joint ASR and Speaker Role Tagging with Serialized Output Training XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 24

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Observation e892ec6f-7acc-49c8-a6fa-fde74123eb15 · inbound

From Sharpness to Better Generalization for Speech Deepfake Detection cites this paper.

From Sharpness to Better Generalization for Speech Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 18

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Observation ff93de16-16f8-419b-9e1a-54ae05522f3d · inbound

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models cites this paper.

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 25

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Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages cites this paper.

Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 4

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Observation bacce3da-fc5d-4cf5-bbbf-bfeef09b4d93 · inbound

Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning cites this paper.

Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 3

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Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact cites this paper.

Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 159

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Observation dad648f9-9aa1-4934-b17b-0668ee6d121e · inbound

DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective cites this paper.

DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 9

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Observation 845ae894-6d3c-49bf-8e4e-53e6d3f9e739 · inbound

Word stress in self-supervised speech models: A cross-linguistic comparison cites this paper.

Word stress in self-supervised speech models: A cross-linguistic comparison XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 31

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Observation 6910d54b-696a-4824-9f91-cfc860254baf · inbound

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning cites this paper.

RepeaTTS: Towards Feature Discovery through Repeated Fine-Tuning XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 31

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Observation 1991a958-5633-48f9-ac24-634cc4e0fab1 · inbound

On Barriers to Archival Audio Processing cites this paper.

On Barriers to Archival Audio Processing XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 1

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Observation f1c21fd1-9842-447b-8a1c-14db27d29faa · inbound

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods cites this paper.

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 3

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Observation ddfdcf68-6bbb-418c-92ca-b7e5ef60aa85 · inbound

CAM\~OES: A Comprehensive Automatic Speech Recognition Benchmark for European Portuguese cites this paper.

CAM\~OES: A Comprehensive Automatic Speech Recognition Benchmark for European Portuguese XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 70

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Observation b1e5f998-c1c8-4785-91e5-dd8b66b957c6 · inbound

Generalizable Audio Spoofing Detection using Non-Semantic Representations cites this paper.

Generalizable Audio Spoofing Detection using Non-Semantic Representations XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 25

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Observation b423e264-8805-408e-8884-c868e8f5ad10 · inbound

Forensic Similarity for Speech Deepfakes cites this paper.

Reference 11

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Observation 7ea9d4ba-0fda-47c3-ada1-5f2e3c64aae3 · inbound

SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection cites this paper.

SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 43

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A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection cites this paper.

A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:26:22.179791Z

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Observation be6fd803-7145-4683-a19c-101dd423dd21 · inbound

Benchmarking Multilingual Speech Models on Pashto: Zero-Shot ASR, Script Failure, and Cross-Domain Evaluation cites this paper.

Benchmarking Multilingual Speech Models on Pashto: Zero-Shot ASR, Script Failure, and Cross-Domain Evaluation XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:48.700833Z

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Observation db07feee-6407-4425-8621-09c452858f2c · inbound

Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus cites this paper.

Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:21:00.993257Z

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Observation dbb3df5e-639c-4e03-a9f6-4c0a3e50176d · inbound

Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection cites this paper.

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:46:25.862041Z

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Observation e98638b2-ad8c-42d9-8f32-79e8ac4438e6 · inbound

Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection cites this paper.

Profiling the Voice: Speaker-Specific Phoneme Fingerprinting for Speech Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T01:22:55.817247Z

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Observation cce6bf73-5148-4a1d-b5a5-29cb6cbcb3d4 · inbound

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio cites this paper.

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:15:17.023264Z

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Observation ddaf9454-c96e-42c0-b5fe-c0ab99677897 · inbound

Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection cites this paper.

Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:05:01.112227Z

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Observation 92c547c6-ca7c-4952-967d-fb9b26bfd232 · inbound

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing cites this paper.

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:47:35.572305Z

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Observation f4260727-f010-4480-8756-d5f2a3dee562 · inbound

Pretrained self-supervised speech models can recognize unseen consonants cites this paper.

Pretrained self-supervised speech models can recognize unseen consonants XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:07:56.070600Z

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Observation cbe71276-4f07-4fdb-8176-4a33c86cc761 · inbound

SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing cites this paper.

SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-03T12:58:08.668281Z

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Observation 18ed6e2d-fcd1-4e0b-9178-354240c9df74 · inbound

Responsible ASR: Overcoming Challenges of Foundational Models in Narrow-Band and Low-Resource Settings cites this paper.

Responsible ASR: Overcoming Challenges of Foundational Models in Narrow-Band and Low-Resource Settings XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:59:26.658181Z

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Observation dd75c079-7ec4-4819-9099-12cd136d5123 · inbound

Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal cites this paper.

Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:49:30.231851Z

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Observation dedb92c1-9f15-4ce5-8432-63b950b9a2fe · inbound

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian cites this paper.

Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:49:37.763673Z

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Observation e82d9116-99fc-4ed9-b1a5-7b70cbc47ce5 · 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 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:39:37.331175Z

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Observation fbff2c09-d503-4660-b16d-78a7dabb35c4 · 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 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:33:54.406475Z

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Observation 61adb2a8-dc23-40af-a1f2-68848c557b19 · inbound

From Speech to Text Corpora: Evaluating ASR-Based Data Acquisition for Low-Resource Fongbe and Hausa cites this paper.

From Speech to Text Corpora: Evaluating ASR-Based Data Acquisition for Low-Resource Fongbe and Hausa XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:29:42.395446Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d125a69-5efe-41d1-b65a-f8de9b2f395c · inbound

What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations cites this paper.

What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:49:57.200451Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a86893c-fa6b-413d-9c74-b2607ed4d8f7 · inbound

Syntactic Belief Update as the Driver of Garden Path Processing Difficulty cites this paper.

Syntactic Belief Update as the Driver of Garden Path Processing Difficulty XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 295

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T04:38:58.354104Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e46740a-119f-4c26-ac54-9e04ccec34c6 · inbound

Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin cites this paper.

Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:45:44.602950Z

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Observation abbf0d63-cf32-495b-a9cb-570350d25ac4 · 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 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:56:39.846458Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a231095-8343-43cd-9b28-7b84916812e4 · inbound

Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study cites this paper.

Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 10

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Observation 59a919b8-fb23-4828-adb2-3d3995836e7c · inbound

An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures cites this paper.

An Intervention-Based Framework for Shortcut Diagnosis in Spoofing Countermeasures XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 18

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Observation 5265bd2a-3338-4e30-b7ee-b6840c656f53 · inbound

Towards Digital Preservation of Efik: TTS for a Low-Resource African Language cites this paper.

Towards Digital Preservation of Efik: TTS for a Low-Resource African Language XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T18:11:36.626189Z

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Observation 83eed9c1-9c22-4fb8-b782-3ff5b7d21eb3 · inbound

Evaluating the Effect of Linguistic Relatedness on Cross-Lingual Transfer in Large Multilingual Automatic Speech Recognition cites this paper.

Evaluating the Effect of Linguistic Relatedness on Cross-Lingual Transfer in Large Multilingual Automatic Speech Recognition XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 2

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Observation 087998ef-6c92-4171-8258-2dacc3719058 · inbound

Evaluating the Effect of Linguistic Relatedness on Cross-Lingual Transfer in Large Multilingual Automatic Speech Recognition cites this paper.

Evaluating the Effect of Linguistic Relatedness on Cross-Lingual Transfer in Large Multilingual Automatic Speech Recognition XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 2

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Observation 2d8c6bc4-790e-437b-acb7-3688e45872b3 · inbound

GigaAM Multilingual: Foundation Model for Underrepresented Languages cites this paper.

GigaAM Multilingual: Foundation Model for Underrepresented Languages XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T12:15:06.470439Z

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Observation 0b197b28-1724-4dbe-9a52-d2703304a7d9 · inbound

Unified Gradient Projection: Language-Balanced Continual Learning for Multilingual Low-Resource ASR cites this paper.

Unified Gradient Projection: Language-Balanced Continual Learning for Multilingual Low-Resource ASR XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T06:34:55.089754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 397ebc1a-c572-4365-b947-30a876530d83 · inbound

DONDO: Open w2v-BERT Speech-Recognition Base Models for African Languages cites this paper.

DONDO: Open w2v-BERT Speech-Recognition Base Models for African Languages XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:10:39.837818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af26c9ad-3b23-4deb-be16-701e9507960f · inbound

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection cites this paper.

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T23:27:02.078077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46196a50-20d5-4b09-b76d-b2dd78425e91 · inbound

Teffic-Audio: Tell Fact from Fiction cites this paper.

Teffic-Audio: Tell Fact from Fiction XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T10:28:22.087327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d97e4775-c32e-4e8e-a2a1-0ac095920b20 · inbound

Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry cites this paper.

Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:55.686214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c4190e-0f77-431f-9e6a-f25ddb3fb6be · inbound

AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks cites this paper.

AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T11:50:20.959680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers