Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data
Fuente:
arXiv
Guardado en:
| Autores principales: | Postma, Emmy, Tejedor-Garcia, Cristian |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers
por: Zhong, Terry Yi, et al.
Publicado: (2025)
por: Zhong, Terry Yi, et al.
Publicado: (2025)
Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review
por: van Gelderen, Lisanne, et al.
Publicado: (2024)
por: van Gelderen, Lisanne, et al.
Publicado: (2024)
RECA-PD: A Robust Explainable Cross-Attention Method for Speech-based Parkinson's Disease Classification
por: Zhong, Terry Yi, et al.
Publicado: (2025)
por: Zhong, Terry Yi, et al.
Publicado: (2025)
A Benchmark for Early-stage Parkinson's Disease Detection from Speech
por: Zhong, Terry Yi, et al.
Publicado: (2026)
por: Zhong, Terry Yi, et al.
Publicado: (2026)
Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
por: Kabir, Muhammad Ashad, et al.
Publicado: (2026)
por: Kabir, Muhammad Ashad, et al.
Publicado: (2026)
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification
por: Dawn, Aditya, et al.
Publicado: (2024)
por: Dawn, Aditya, et al.
Publicado: (2024)
Zero-Shot Speech LLMs for Multi-Aspect Evaluation of L2 Speech: Challenges and Opportunities
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2026)
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2026)
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech
por: La Quatra, Moreno, et al.
Publicado: (2025)
por: La Quatra, Moreno, et al.
Publicado: (2025)
Evaluating Logit-Based GOP Scores for Mispronunciation Detection
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2025)
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2025)
Enhancing GOP in CTC-Based Mispronunciation Detection with Phonological Knowledge
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2025)
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2025)
4,500 Seconds: Small Data Training Approaches for Deep UAV Audio Classification
por: Berg, Andrew P., et al.
Publicado: (2025)
por: Berg, Andrew P., et al.
Publicado: (2025)
Rubric-Guided Fine-tuning of SpeechLLMs for Multi-Aspect, Multi-Rater L2 Reading-Speech Assessment
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2026)
por: Parikh, Aditya Kamlesh, et al.
Publicado: (2026)
Improving Child Speech Recognition and Reading Mistake Detection by Using Prompts
por: Gao, Lingyun, et al.
Publicado: (2025)
por: Gao, Lingyun, et al.
Publicado: (2025)
Unlocking Strong Supervision: A Data-Centric Study of General-Purpose Audio Pre-Training Methods
por: Zhou, Xuanru, et al.
Publicado: (2026)
por: Zhou, Xuanru, et al.
Publicado: (2026)
Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models
por: Jung, Kyudan, et al.
Publicado: (2026)
por: Jung, Kyudan, et al.
Publicado: (2026)
Unify Variables in Neural Scaling Laws for General Audio Representations via Embedding Effective Rank
por: Deng, Xuyao, et al.
Publicado: (2025)
por: Deng, Xuyao, et al.
Publicado: (2025)
MATE: Matryoshka Audio-Text Embeddings for Open-Vocabulary Keyword Spotting
por: Jung, Youngmoon, et al.
Publicado: (2026)
por: Jung, Youngmoon, et al.
Publicado: (2026)
DASB - Discrete Audio and Speech Benchmark
por: Mousavi, Pooneh, et al.
Publicado: (2024)
por: Mousavi, Pooneh, et al.
Publicado: (2024)
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio
por: Alonso-Jiménez, Pablo, et al.
Publicado: (2024)
por: Alonso-Jiménez, Pablo, et al.
Publicado: (2024)
Reading Miscue Detection in Primary School through Automatic Speech Recognition
por: Gao, Lingyun, et al.
Publicado: (2024)
por: Gao, Lingyun, et al.
Publicado: (2024)
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
por: Mancini, Eleonora, et al.
Publicado: (2024)
por: Mancini, Eleonora, et al.
Publicado: (2024)
SAM Audio Judge: A Unified Multimodal Framework for Perceptual Evaluation of Audio Separation
por: Wang, Helin, et al.
Publicado: (2026)
por: Wang, Helin, et al.
Publicado: (2026)
Improving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models
por: Zheng, Xinhu, et al.
Publicado: (2024)
por: Zheng, Xinhu, et al.
Publicado: (2024)
Automatic Speech Recognition in the Modern Era: Architectures, Training, and Evaluation
por: Nayeem, Md., et al.
Publicado: (2025)
por: Nayeem, Md., et al.
Publicado: (2025)
EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning
por: Kim, Jaeyeon, et al.
Publicado: (2024)
por: Kim, Jaeyeon, et al.
Publicado: (2024)
JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions
por: Zhang, Leying, et al.
Publicado: (2026)
por: Zhang, Leying, et al.
Publicado: (2026)
Speech Enhancement Using Continuous Embeddings of Neural Audio Codec
por: Li, Haoyang, et al.
Publicado: (2025)
por: Li, Haoyang, et al.
Publicado: (2025)
Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
por: Lee, Seo-Hyun, et al.
Publicado: (2023)
por: Lee, Seo-Hyun, et al.
Publicado: (2023)
Fundamental Survey on Neuromorphic Based Audio Classification
por: Basu, Amlan, et al.
Publicado: (2025)
por: Basu, Amlan, et al.
Publicado: (2025)
NEST-RQ: Next Token Prediction for Speech Self-Supervised Pre-Training
por: Han, Minglun, et al.
Publicado: (2024)
por: Han, Minglun, et al.
Publicado: (2024)
Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model
por: Barnett, Julia, et al.
Publicado: (2024)
por: Barnett, Julia, et al.
Publicado: (2024)
Investigation of Whisper ASR Hallucinations Induced by Non-Speech Audio
por: Barański, Mateusz, et al.
Publicado: (2025)
por: Barański, Mateusz, et al.
Publicado: (2025)
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
por: Chen, Chih-Ning, et al.
Publicado: (2026)
por: Chen, Chih-Ning, et al.
Publicado: (2026)
Audio Deepfake Detection in the Age of Advanced Text-to-Speech models
por: Singh, Robin, et al.
Publicado: (2026)
por: Singh, Robin, et al.
Publicado: (2026)
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis
por: Juvela, Lauri, et al.
Publicado: (2024)
por: Juvela, Lauri, et al.
Publicado: (2024)
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement
por: Bae, Jae-Sung, et al.
Publicado: (2025)
por: Bae, Jae-Sung, et al.
Publicado: (2025)
Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection
por: Zhang, Jinming, et al.
Publicado: (2025)
por: Zhang, Jinming, et al.
Publicado: (2025)
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?
por: Xie, Yuankun, et al.
Publicado: (2024)
por: Xie, Yuankun, et al.
Publicado: (2024)
AURA Score: A Metric For Holistic Audio Question Answering Evaluation
por: Dixit, Satvik, et al.
Publicado: (2025)
por: Dixit, Satvik, et al.
Publicado: (2025)
SLAP: Scalable Language-Audio Pretraining with Variable-Duration Audio and Multi-Objective Training
por: Mei, Xinhao, et al.
Publicado: (2026)
por: Mei, Xinhao, et al.
Publicado: (2026)
Ejemplares similares
-
Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers
por: Zhong, Terry Yi, et al.
Publicado: (2025) -
Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review
por: van Gelderen, Lisanne, et al.
Publicado: (2024) -
RECA-PD: A Robust Explainable Cross-Attention Method for Speech-based Parkinson's Disease Classification
por: Zhong, Terry Yi, et al.
Publicado: (2025) -
A Benchmark for Early-stage Parkinson's Disease Detection from Speech
por: Zhong, Terry Yi, et al.
Publicado: (2026) -
Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
por: Kabir, Muhammad Ashad, et al.
Publicado: (2026)