{"total":101,"rows":[{"id":"2110.13900","title":"WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing","created":"2021-10-26","cited_by_count":1657,"area":null},{"id":"2105.01051","title":"SUPERB: Speech processing Universal PERformance Benchmark","created":"2021-05-03","cited_by_count":666,"area":null},{"id":"2111.09296","title":"XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale","created":"2021-11-17","cited_by_count":601,"area":null},{"id":"2101.00390","title":"VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation","created":"2021-01-02","cited_by_count":463,"area":null},{"id":"2205.10643","title":"Self-Supervised Speech Representation Learning: A Review","created":"2022-05-21","cited_by_count":260,"area":null},{"id":"2303.01037","title":"Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages","created":"2023-03-02","cited_by_count":231,"area":null},{"id":"2103.01988","title":"Self-supervised Pretraining of Visual Features in the Wild","created":"2021-03-02","cited_by_count":198,"area":null},{"id":"2104.01027","title":"Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training","created":"2021-04-02","cited_by_count":151,"area":null},{"id":"2105.11084","title":"Unsupervised Speech Recognition","created":"2021-05-24","cited_by_count":148,"area":null},{"id":"2110.09327","title":"Self-Supervised Representation Learning: Introduction, Advances and Challenges","created":"2021-10-18","cited_by_count":148,"area":null},{"id":"2110.01900","title":"DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT","created":"2021-10-05","cited_by_count":144,"area":null},{"id":"2104.03602","title":"SiT: Self-supervised vIsion Transformer","created":"2021-04-08","cited_by_count":99,"area":null},{"id":"2109.13226","title":"BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition","created":"2021-09-27","cited_by_count":88,"area":null},{"id":"2101.07597","title":"UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data","created":"2021-01-19","cited_by_count":77,"area":null},{"id":"2203.06849","title":"SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities","created":"2022-03-14","cited_by_count":77,"area":null},{"id":"2406.06371","title":"mHuBERT-147: A Compact Multilingual HuBERT Model","created":"2024-06-10","cited_by_count":66,"area":null},{"id":"2203.01205","title":"Audio Self-supervised Learning: A Survey","created":"2022-03-02","cited_by_count":65,"area":null},{"id":"2106.05933","title":"PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition","created":"2021-06-10","cited_by_count":53,"area":null},{"id":"2209.15329","title":"SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data","created":"2022-09-30","cited_by_count":49,"area":null},{"id":"2104.11462","title":"LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech","created":"2021-04-23","cited_by_count":47,"area":null},{"id":"2104.14700","title":"The Zero Resource Speech Challenge 2021: Spoken language modelling","created":"2021-04-29","cited_by_count":47,"area":null},{"id":"2301.00591","title":"Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling","created":"2023-01-02","cited_by_count":47,"area":null},{"id":"2110.05752","title":"UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training","created":"2021-10-12","cited_by_count":45,"area":null},{"id":"2204.02492","title":"Towards End-to-end Unsupervised Speech Recognition","created":"2022-04-05","cited_by_count":45,"area":null},{"id":"2210.07185","title":"On the Utility of Self-supervised Models for Prosody-related Tasks","created":"2022-10-13","cited_by_count":42,"area":null},{"id":"2404.09385","title":"A Large-Scale Evaluation of Speech Foundation Models","created":"2024-04-15","cited_by_count":40,"area":null},{"id":"2103.06508","title":"Multi-Format Contrastive Learning of Audio Representations","created":"2021-03-11","cited_by_count":39,"area":null},{"id":"2110.04590","title":"An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition","created":"2021-10-09","cited_by_count":39,"area":null},{"id":"2111.08137","title":"Joint Unsupervised and Supervised Training for Multilingual ASR","created":"2021-11-15","cited_by_count":39,"area":null},{"id":"2210.15759","title":"Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge","created":"2022-10-27","cited_by_count":34,"area":null},{"id":"2205.08180","title":"SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation","created":"2022-05-17","cited_by_count":32,"area":null},{"id":"2103.11275","title":"Self-supervised Representation Learning with Relative Predictive Coding","created":"2021-03-21","cited_by_count":28,"area":null},{"id":"2205.15819","title":"Do self-supervised speech models develop human-like perception biases?","created":"2022-05-31","cited_by_count":28,"area":null},{"id":"2403.06487","title":"Multilingual Turn-taking Prediction Using Voice Activity Projection","created":"2024-03-11","cited_by_count":26,"area":null},{"id":"2106.02866","title":"Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning","created":"2021-06-05","cited_by_count":25,"area":null},{"id":"2302.12057","title":"ProsAudit, a prosodic benchmark for self-supervised speech models","created":"2023-02-23","cited_by_count":25,"area":null},{"id":"2203.05936","title":"Are discrete units necessary for Spoken Language Modeling?","created":"2022-03-11","cited_by_count":24,"area":null},{"id":"2107.07402","title":"CLSRIL-23: Cross Lingual Speech Representations for Indic Languages","created":"2021-07-15","cited_by_count":22,"area":null},{"id":"2203.10752","title":"XTREME-S: Evaluating Cross-lingual Speech Representations","created":"2022-03-21","cited_by_count":22,"area":null},{"id":"2401.04868","title":"Real-time and Continuous Turn-taking Prediction Using Voice Activity Projection","created":"2024-01-10","cited_by_count":21,"area":null},{"id":"2305.12606","title":"Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages","created":"2023-05-21","cited_by_count":20,"area":null},{"id":"2112.00158","title":"Representation learning through cross-modal conditional teacher-student training for speech emotion recognition","created":"2021-11-30","cited_by_count":17,"area":"distill"},{"id":"2104.13083","title":"Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users","created":"2021-04-27","cited_by_count":16,"area":null},{"id":"2106.00273","title":"Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning","created":"2021-06-01","cited_by_count":16,"area":null},{"id":"2111.05113","title":"Membership Inference Attacks Against Self-supervised Speech Models","created":"2021-11-09","cited_by_count":16,"area":"safety"},{"id":"2406.04997","title":"On the social bias of speech self-supervised models","created":"2024-06-07","cited_by_count":16,"area":null},{"id":"2104.11946","title":"Aligned Contrastive Predictive Coding","created":"2021-04-24","cited_by_count":15,"area":null},{"id":"2103.09879","title":"Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking","created":"2021-03-17","cited_by_count":14,"area":null},{"id":"2202.01252","title":"Speaker Normalization for Self-supervised Speech Emotion Recognition","created":"2022-02-02","cited_by_count":14,"area":null},{"id":"2206.02211","title":"Variable-rate hierarchical CPC leads to acoustic unit discovery in speech","created":"2022-06-05","cited_by_count":13,"area":null},{"id":"2211.13189","title":"ASiT: Local-Global Audio Spectrogram vIsion Transformer for Event Classification","created":"2022-11-23","cited_by_count":13,"area":null},{"id":"2110.03560","title":"Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0","created":"2021-10-07","cited_by_count":12,"area":null},{"id":"2408.13040","title":"SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks","created":"2024-08-23","cited_by_count":12,"area":null},{"id":"2103.08207","title":"XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition","created":"2021-03-15","cited_by_count":11,"area":null},{"id":"2211.02542","title":"Self-Supervised Learning for Speech Enhancement through Synthesis","created":"2022-11-04","cited_by_count":10,"area":null},{"id":"2110.03504","title":"Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models","created":"2021-10-07","cited_by_count":9,"area":null},{"id":"2203.01829","title":"A Brief Overview of Unsupervised Neural Speech Representation Learning","created":"2022-03-01","cited_by_count":9,"area":null},{"id":"2207.04356","title":"A Comparative Study of Self-supervised Speech Representation Based Voice Conversion","created":"2022-07-10","cited_by_count":9,"area":null},{"id":"2305.14035","title":"Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?","created":"2023-05-23","cited_by_count":9,"area":null},{"id":"2212.06972","title":"Disentangling Prosody Representations with Unsupervised Speech Reconstruction","created":"2022-12-14","cited_by_count":8,"area":null},{"id":"2305.19011","title":"MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models","created":"2023-05-30","cited_by_count":8,"area":null},{"id":"2410.15929","title":"Yeah, Un, Oh: Continuous and Real-time Backchannel Prediction with Fine-tuning of Voice Activity Projection","created":"2024-10-21","cited_by_count":8,"area":null},{"id":"2505.21043","title":"Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction","created":"2025-05-27","cited_by_count":8,"area":null},{"id":"2204.05148","title":"Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning","created":"2022-04-11","cited_by_count":7,"area":null},{"id":"2211.01522","title":"Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing","created":"2022-11-02","cited_by_count":7,"area":null},{"id":"2105.02132","title":"Self-Supervised Learning from Automatically Separated Sound Scenes","created":"2021-05-05","cited_by_count":6,"area":null},{"id":"2202.12307","title":"Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph","created":"2022-02-24","cited_by_count":6,"area":null},{"id":"2503.06241","title":"A Noise-Robust Turn-Taking System for Real-World Dialogue Robots: A Field Experiment","created":"2025-03-08","cited_by_count":6,"area":null},{"id":"2106.04897","title":"Unsupervised Automatic Speech Recognition: A Review","created":"2021-06-09","cited_by_count":5,"area":null},{"id":"2409.16295","title":"Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget","created":"2024-09-09","cited_by_count":5,"area":null},{"id":"2110.05172","title":"K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables","created":"2021-10-11","cited_by_count":4,"area":null},{"id":"2204.04170","title":"Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning","created":"2022-04-08","cited_by_count":4,"area":null},{"id":"2303.12582","title":"AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages","created":"2023-03-22","cited_by_count":4,"area":null},{"id":"2305.05201","title":"Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models","created":"2023-05-09","cited_by_count":4,"area":null},{"id":"2506.00981","title":"What do self-supervised speech models know about Dutch? Analyzing advantages of language-specific pre-training","created":"2025-06-01","cited_by_count":4,"area":null},{"id":"2507.07518","title":"Triadic Multi-party Voice Activity Projection for Turn-taking in Spoken Dialogue Systems","created":"2025-07-10","cited_by_count":4,"area":null},{"id":"2103.08993","title":"Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning","created":"2021-03-16","cited_by_count":3,"area":null},{"id":"2306.04337","title":"A study on the impact of Self-Supervised Learning on automatic dysarthric speech assessment","created":"2023-06-07","cited_by_count":3,"area":null},{"id":"2104.00994","title":"Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation","created":"2021-04-02","cited_by_count":2,"area":null},{"id":"2110.04863","title":"Injecting Text and Cross-lingual Supervision in Few-shot Learning from Self-Supervised Models","created":"2021-10-10","cited_by_count":2,"area":null},{"id":"2306.00789","title":"Improved Cross-Lingual Transfer Learning For Automatic Speech Translation","created":"2023-06-01","cited_by_count":2,"area":"distill"},{"id":"2309.12712","title":"Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences","created":"2023-09-22","cited_by_count":2,"area":null},{"id":"2312.01515","title":"Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training","created":"2023-12-03","cited_by_count":2,"area":null},{"id":"2506.03980","title":"Voice Activity Projection Model with Multimodal Encoders","created":"2025-06-04","cited_by_count":2,"area":null},{"id":"2301.01020","title":"Supervised Acoustic Embeddings And Their Transferability Across Languages","created":"2023-01-03","cited_by_count":1,"area":null},{"id":"2303.00510","title":"A Comparison of Speech Data Augmentation Methods Using S3PRL Toolkit","created":"2023-02-27","cited_by_count":1,"area":null},{"id":"2310.05919","title":"Few-Shot Spoken Language Understanding via Joint Speech-Text Models","created":"2023-10-09","cited_by_count":1,"area":null},{"id":"2409.11560","title":"Discrete Unit based Masking for Improving Disentanglement in Voice Conversion","created":"2024-09-17","cited_by_count":1,"area":null},{"id":"2410.11086","title":"JOOCI: a Framework for Learning Comprehensive Speech Representations","created":"2024-10-14","cited_by_count":1,"area":null},{"id":"2411.19770","title":"Noro: Noise-Robust One-shot Voice Conversion with Hidden Speaker Representation Learning","created":"2024-11-29","cited_by_count":1,"area":null},{"id":"2506.21191","title":"Prompt-Guided Turn-Taking Prediction","created":"2025-06-26","cited_by_count":1,"area":null},{"id":"2512.14085","title":"Multilingual and Continuous Backchannel Prediction: A Cross-lingual Study","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2601.13835","title":"The Role of Prosodic and Lexical Cues in Turn-Taking with Self-Supervised Speech Representations","created":"2026-01-20","cited_by_count":1,"area":null},{"id":"2603.26515","title":"JAL-Turn: Joint Acoustic-Linguistic Modeling for Real-Time and Robust Turn-Taking Detection in Full-Duplex Spoken Dialogue Systems","created":"2026-03-27","cited_by_count":1,"area":null},{"id":"2206.14660","title":"The THUEE System Description for the IARPA OpenASR21 Challenge","created":"2022-06-29","cited_by_count":0,"area":null},{"id":"2508.20983","title":"Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System","created":"2025-08-28","cited_by_count":0,"area":null},{"id":"2603.01482","title":"A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2608.26992","title":"Benchmarking_Fast_Domain_Adaptation_for_Unsupervised_Speech_Units","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2609.17056","title":"Audio-Visual Turn-taking Prediction in Cocktail Party Scenarios","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2609.37798","title":"GLaS-JEPA: Gaussian-Regularized Speech SSL without Engineered Prediction Targets","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":"100"}