Leveraging Audio-Visual Data to Reduce the Multilingual Gap in Self-Supervised Speech Models
Fuente:
arXiv
Saved in:
| Main Authors: | Blandón, María Andrea Cruz, Aldeneh, Zakaria, Chi, Jie, de Seyssel, Maureen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Closing the Gap Between Text and Speech Understanding in LLMs
by: Cuervo, Santiago, et al.
Published: (2025)
by: Cuervo, Santiago, et al.
Published: (2025)
Which Evaluation for Which Model? A Taxonomy for Speech Model Assessment
by: de Seyssel, Maureen, et al.
Published: (2025)
by: de Seyssel, Maureen, et al.
Published: (2025)
Towards Automatic Assessment of Self-Supervised Speech Models using Rank
by: Aldeneh, Zakaria, et al.
Published: (2024)
by: Aldeneh, Zakaria, et al.
Published: (2024)
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
by: de Seyssel, Maureen, et al.
Published: (2023)
by: de Seyssel, Maureen, et al.
Published: (2023)
Speech Foundation Models Generalize to Time Series Tasks from Wearable Sensor Data
by: Narain, Jaya, et al.
Published: (2025)
by: Narain, Jaya, et al.
Published: (2025)
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition
by: Xue, Hongfei, et al.
Published: (2023)
by: Xue, Hongfei, et al.
Published: (2023)
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
by: Aldeneh, Zakaria, et al.
Published: (2024)
by: Aldeneh, Zakaria, et al.
Published: (2024)
Leveraging Self-Supervised Audio-Visual Pretrained Models to Improve Vocoded Speech Intelligibility in Cochlear Implant Simulation
by: Lai, Richard Lee, et al.
Published: (2023)
by: Lai, Richard Lee, et al.
Published: (2023)
dMel: Speech Tokenization made Simple
by: Bai, Richard He, et al.
Published: (2024)
by: Bai, Richard He, et al.
Published: (2024)
Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
by: Xu, Tianyi, et al.
Published: (2025)
by: Xu, Tianyi, et al.
Published: (2025)
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System
by: Khorrami, Khazar, et al.
Published: (2023)
by: Khorrami, Khazar, et al.
Published: (2023)
Classification of Spontaneous and Scripted Speech for Multilingual Audio
by: Elisha, Shahar, et al.
Published: (2024)
by: Elisha, Shahar, et al.
Published: (2024)
Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
by: Wang, Haoyu, et al.
Published: (2022)
by: Wang, Haoyu, et al.
Published: (2022)
Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models
by: Xu, Jing, et al.
Published: (2024)
by: Xu, Jing, et al.
Published: (2024)
Is Self-Supervised Learning Enough to Fill in the Gap? A Study on Speech Inpainting
by: Asaad, Ihab, et al.
Published: (2024)
by: Asaad, Ihab, et al.
Published: (2024)
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation
by: Moslem, Yasmin
Published: (2024)
by: Moslem, Yasmin
Published: (2024)
Reduce, Reuse, Recycle: Is Perturbed Data better than Other Language augmentation for Low Resource Self-Supervised Speech Models
by: Ullah, Asad, et al.
Published: (2023)
by: Ullah, Asad, et al.
Published: (2023)
Self-Supervised Models of Speech Infer Universal Articulatory Kinematics
by: Cho, Cheol Jun, et al.
Published: (2023)
by: Cho, Cheol Jun, et al.
Published: (2023)
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision
by: Yusuyin, Saierdaer, et al.
Published: (2024)
by: Yusuyin, Saierdaer, et al.
Published: (2024)
Analytic Study of Text-Free Speech Synthesis for Raw Audio using a Self-Supervised Learning Model
by: Park, Joonyong, et al.
Published: (2024)
by: Park, Joonyong, et al.
Published: (2024)
Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR and Speech-to-text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision
by: Yang, Chih-Kai, et al.
Published: (2023)
by: Yang, Chih-Kai, et al.
Published: (2023)
Interface Design for Self-Supervised Speech Models
by: Shih, Yi-Jen, et al.
Published: (2024)
by: Shih, Yi-Jen, et al.
Published: (2024)
MiLorE-SSL: Scaling Multilingual Capabilities in Self-Supervised Models without Forgetting
by: Xu, Jing, et al.
Published: (2026)
by: Xu, Jing, et al.
Published: (2026)
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
by: Wang, Yujin, et al.
Published: (2022)
by: Wang, Yujin, et al.
Published: (2022)
ReHear: Iterative Pseudo-Label Refinement for Semi-Supervised Speech Recognition via Audio Large Language Models
by: Liu, Zefang, et al.
Published: (2026)
by: Liu, Zefang, et al.
Published: (2026)
Interpreting Speaker Characteristics in the Dimensions of Self-Supervised Speech Features
by: van Rensburg, Kyle Janse, et al.
Published: (2026)
by: van Rensburg, Kyle Janse, et al.
Published: (2026)
Codec2Vec: Self-Supervised Speech Representation Learning Using Neural Speech Codecs
by: Tseng, Wei-Cheng, et al.
Published: (2025)
by: Tseng, Wei-Cheng, et al.
Published: (2025)
Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding
by: Hsu, Tzu-wen, et al.
Published: (2025)
by: Hsu, Tzu-wen, et al.
Published: (2025)
Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)
by: Farhadipour, Aref, et al.
Published: (2024)
TS-SUPERB: A Target Speech Processing Benchmark for Speech Self-Supervised Learning Models
by: Peng, Junyi, et al.
Published: (2025)
by: Peng, Junyi, et al.
Published: (2025)
STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models
by: Jang, Kangwook, et al.
Published: (2023)
by: Jang, Kangwook, et al.
Published: (2023)
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge?
by: Ashihara, Takanori, et al.
Published: (2023)
by: Ashihara, Takanori, et al.
Published: (2023)
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
by: Hwang, Min-Jae, et al.
Published: (2024)
by: Hwang, Min-Jae, et al.
Published: (2024)
Scaling Self-Supervised Speech Models Uncovers Deep Linguistic Relationships: Evidence from the Pacific Cluster
by: Kim, Minu, et al.
Published: (2026)
by: Kim, Minu, et al.
Published: (2026)
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models
by: Fan, Ruchao, et al.
Published: (2024)
by: Fan, Ruchao, et al.
Published: (2024)
Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment
by: Choi, Kwanghee, et al.
Published: (2025)
by: Choi, Kwanghee, et al.
Published: (2025)
Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation
by: He, Haorui, et al.
Published: (2024)
by: He, Haorui, et al.
Published: (2024)
When Audio-Language Models Fail to Leverage Multimodal Context for Dysarthric Speech Recognition
by: Moure, Pehuén, et al.
Published: (2026)
by: Moure, Pehuén, et al.
Published: (2026)
Prompting Large Language Models with Audio for General-Purpose Speech Summarization
by: Kang, Wonjune, et al.
Published: (2024)
by: Kang, Wonjune, et al.
Published: (2024)
SpeechTaxi: On Multilingual Semantic Speech Classification
by: Keller, Lennart, et al.
Published: (2024)
by: Keller, Lennart, et al.
Published: (2024)
Similar Items
-
Closing the Gap Between Text and Speech Understanding in LLMs
by: Cuervo, Santiago, et al.
Published: (2025) -
Which Evaluation for Which Model? A Taxonomy for Speech Model Assessment
by: de Seyssel, Maureen, et al.
Published: (2025) -
Towards Automatic Assessment of Self-Supervised Speech Models using Rank
by: Aldeneh, Zakaria, et al.
Published: (2024) -
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
by: de Seyssel, Maureen, et al.
Published: (2023) -
Speech Foundation Models Generalize to Time Series Tasks from Wearable Sensor Data
by: Narain, Jaya, et al.
Published: (2025)