Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, Tiantian, Huang, Kevin, Xu, Anfeng, Shi, Xuan, Lertpetchpun, Thanathai, Lee, Jihwan, Lee, Yoonjeong, Byrd, Dani, Narayanan, Shrikanth |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices
by: Feng, Tiantian, et al.
Published: (2025)
by: Feng, Tiantian, et al.
Published: (2025)
Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits
by: Feng, Tiantian, et al.
Published: (2025)
by: Feng, Tiantian, et al.
Published: (2025)
Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
by: Prescott, Jordan, et al.
Published: (2026)
by: Prescott, Jordan, et al.
Published: (2026)
ARTI-6: Towards Six-dimensional Articulatory Speech Encoding
by: Lee, Jihwan, et al.
Published: (2025)
by: Lee, Jihwan, et al.
Published: (2025)
On the Relationship between Accent Strength and Articulatory Features
by: Huang, Kevin, et al.
Published: (2025)
by: Huang, Kevin, et al.
Published: (2025)
VoxCog: Towards End-to-End Multilingual Cognitive Impairment Classification through Dialectal Knowledge
by: Feng, Tiantian, et al.
Published: (2026)
by: Feng, Tiantian, et al.
Published: (2026)
Interpretable Modeling of Articulatory Temporal Dynamics from real-time MRI for Phoneme Recognition
by: Park, Jay, et al.
Published: (2025)
by: Park, Jay, et al.
Published: (2025)
Joint ASR and Speaker Role Tagging with Serialized Output Training
by: Xu, Anfeng, et al.
Published: (2025)
by: Xu, Anfeng, et al.
Published: (2025)
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
by: Feng, Tiantian, et al.
Published: (2023)
by: Feng, Tiantian, et al.
Published: (2023)
Amplifying Artifacts with Speech Enhancement in Voice Anti-spoofing
by: Trachu, Thanapat, et al.
Published: (2025)
by: Trachu, Thanapat, et al.
Published: (2025)
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?
by: Feng, Tiantian, et al.
Published: (2024)
by: Feng, Tiantian, et al.
Published: (2024)
Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational Modeling
by: Feng, Tiantian, et al.
Published: (2024)
by: Feng, Tiantian, et al.
Published: (2024)
Exploring Speech Foundation Models for Speaker Diarization Across Lifespan
by: Xu, Anfeng, et al.
Published: (2026)
by: Xu, Anfeng, et al.
Published: (2026)
Audio-visual child-adult speaker classification in dyadic interactions
by: Xu, Anfeng, et al.
Published: (2023)
by: Xu, Anfeng, et al.
Published: (2023)
Articulatory Feature Prediction from Surface EMG during Speech Production
by: Lee, Jihwan, et al.
Published: (2025)
by: Lee, Jihwan, et al.
Published: (2025)
End-to-End Joint ASR and Speaker Role Diarization with Child-Adult Interactions
by: Xu, Anfeng, et al.
Published: (2026)
by: Xu, Anfeng, et al.
Published: (2026)
TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
by: Feng, Tiantian, et al.
Published: (2024)
by: Feng, Tiantian, et al.
Published: (2024)
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
by: Lee, Jihwan, et al.
Published: (2024)
by: Lee, Jihwan, et al.
Published: (2024)
Examining Test-Time Adaptation for Personalized Child Speech Recognition
by: Shi, Zhonghao, et al.
Published: (2024)
by: Shi, Zhonghao, et al.
Published: (2024)
Learning-free L2-Accented Speech Generation using Phonological Rules
by: Lertpetchpun, Thanathai, et al.
Published: (2026)
by: Lertpetchpun, Thanathai, et al.
Published: (2026)
Affect Decoding in Phonated and Silent Speech Production from Surface EMG
by: Pistrosch, Simon, et al.
Published: (2026)
by: Pistrosch, Simon, et al.
Published: (2026)
Speech2rtMRI: Speech-Guided Diffusion Model for Real-time MRI Video of the Vocal Tract during Speech
by: Nguyen, Hong, et al.
Published: (2024)
by: Nguyen, Hong, et al.
Published: (2024)
Who Said What WSW 2.0? Enhanced Automated Analysis of Preschool Classroom Speech
by: Sun, Anchen, et al.
Published: (2025)
by: Sun, Anchen, et al.
Published: (2025)
Emotion-Aligned Contrastive Learning Between Images and Music
by: Stewart, Shanti, et al.
Published: (2023)
by: Stewart, Shanti, et al.
Published: (2023)
Evaluation of Speech Foundation Models for ASR on Child-Adult Conversations in Autism Diagnostic Sessions
by: Ashvin, Aditya, et al.
Published: (2024)
by: Ashvin, Aditya, et al.
Published: (2024)
Phone Duration Modeling for Speaker Age Estimation in Children
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2021)
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2021)
WenetSpeech-Wu: Datasets, Benchmarks, and Models for a Unified Chinese Wu Dialect Speech Processing Ecosystem
by: Wang, Chengyou, et al.
Published: (2026)
by: Wang, Chengyou, et al.
Published: (2026)
ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
by: Feng, Tiantian, et al.
Published: (2024)
by: Feng, Tiantian, et al.
Published: (2024)
Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis
by: Lertpetchpun, Thanathai, et al.
Published: (2026)
by: Lertpetchpun, Thanathai, et al.
Published: (2026)
Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions
by: Xu, Anfeng, et al.
Published: (2024)
by: Xu, Anfeng, et al.
Published: (2024)
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
by: Zhang, Hezhao, et al.
Published: (2026)
by: Zhang, Hezhao, et al.
Published: (2026)
Hallucination Benchmark for Speech Foundation Models
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models
by: Zhang, Jing-Xuan, et al.
Published: (2025)
by: Zhang, Jing-Xuan, et al.
Published: (2025)
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech
by: Wang, Helin, et al.
Published: (2025)
by: Wang, Helin, et al.
Published: (2025)
Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement
by: Sutherland, Robert, et al.
Published: (2024)
by: Sutherland, Robert, et al.
Published: (2024)
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration
by: Ku, Pin-Jui, et al.
Published: (2024)
by: Ku, Pin-Jui, et al.
Published: (2024)
Prosody Labeling with Phoneme-BERT and Speech Foundation Models
by: Koriyama, Tomoki
Published: (2025)
by: Koriyama, Tomoki
Published: (2025)
Habibi: Laying the Open-Source Foundation of Unified-Dialectal Arabic Speech Synthesis
by: Chen, Yushen, et al.
Published: (2026)
by: Chen, Yushen, et al.
Published: (2026)
Active Learning of Non-semantic Speech Tasks with Pretrained Models
by: Lee, Harlin, et al.
Published: (2022)
by: Lee, Harlin, et al.
Published: (2022)
Rethinking Speech Representation Aggregation in Speech Enhancement: A Phonetic Mutual Information Perspective
by: Han, Seungu, et al.
Published: (2026)
by: Han, Seungu, et al.
Published: (2026)
Similar Items
-
Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices
by: Feng, Tiantian, et al.
Published: (2025) -
Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits
by: Feng, Tiantian, et al.
Published: (2025) -
Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
by: Prescott, Jordan, et al.
Published: (2026) -
ARTI-6: Towards Six-dimensional Articulatory Speech Encoding
by: Lee, Jihwan, et al.
Published: (2025) -
On the Relationship between Accent Strength and Articulatory Features
by: Huang, Kevin, et al.
Published: (2025)