Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?
Fuente:
arXiv
Saved in:
| Main Authors: | Feng, Tiantian, Dimitriadis, Dimitrios, Narayanan, Shrikanth |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
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)
Audio-visual child-adult speaker classification in dyadic interactions
by: Xu, Anfeng, et al.
Published: (2023)
by: Xu, Anfeng, et al.
Published: (2023)
On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis
by: Sarkar, Eklavya, et al.
Published: (2024)
by: Sarkar, Eklavya, et al.
Published: (2024)
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)
Examining Test-Time Adaptation for Personalized Child Speech Recognition
by: Shi, Zhonghao, et al.
Published: (2024)
by: Shi, Zhonghao, et al.
Published: (2024)
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)
Joint ASR and Speaker Role Tagging with Serialized Output Training
by: Xu, Anfeng, et al.
Published: (2025)
by: Xu, Anfeng, et al.
Published: (2025)
Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification
by: Sundar, Anirudh S., et al.
Published: (2023)
by: Sundar, Anirudh S., et al.
Published: (2023)
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)
Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models
by: Wright, Alec, et al.
Published: (2024)
by: Wright, Alec, et al.
Published: (2024)
Learning to Upsample and Upmix Audio in the Latent Domain
by: Bralios, Dimitrios, et al.
Published: (2025)
by: Bralios, Dimitrios, et al.
Published: (2025)
Contrastive Learning from Synthetic Audio Doppelgängers
by: Cherep, Manuel, et al.
Published: (2024)
by: Cherep, Manuel, et al.
Published: (2024)
UniAudio: An Audio Foundation Model Toward Universal Audio Generation
by: Yang, Dongchao, et al.
Published: (2023)
by: Yang, Dongchao, et al.
Published: (2023)
Towards Audio Codec-based Speech Separation
by: Yip, Jia Qi, et al.
Published: (2024)
by: Yip, Jia Qi, et al.
Published: (2024)
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)
Diffusion Models for Audio Restoration
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
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)
Re-Bottleneck: Latent Re-Structuring for Neural Audio Autoencoders
by: Bralios, Dimitrios, et al.
Published: (2025)
by: Bralios, Dimitrios, et al.
Published: (2025)
RiTTA: Modeling Event Relations in Text-to-Audio Generation
by: He, Yuhang, et al.
Published: (2024)
by: He, Yuhang, et al.
Published: (2024)
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)
Improving Text-To-Audio Models with Synthetic Captions
by: Kong, Zhifeng, et al.
Published: (2024)
by: Kong, Zhifeng, et al.
Published: (2024)
Do Foundational Audio Encoders Understand Music Structure?
by: Toyama, Keisuke, et al.
Published: (2025)
by: Toyama, Keisuke, et al.
Published: (2025)
The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation
by: Collins, Nick
Published: (2024)
by: Collins, Nick
Published: (2024)
Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models
by: Zhang, Wenda, et al.
Published: (2026)
by: Zhang, Wenda, et al.
Published: (2026)
From Coarse to Fine: Efficient Training for Audio Spectrogram Transformers
by: Feng, Jiu, et al.
Published: (2024)
by: Feng, Jiu, et al.
Published: (2024)
Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio Pairs
by: Sinha, Anshuman, et al.
Published: (2024)
by: Sinha, Anshuman, et al.
Published: (2024)
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
by: Kong, Zhifeng, et al.
Published: (2024)
by: Kong, Zhifeng, et al.
Published: (2024)
"I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models
by: Gupta, Isha, et al.
Published: (2025)
by: Gupta, Isha, et al.
Published: (2025)
High-Fidelity Speech Enhancement via Discrete Audio Tokens
by: Lanzendörfer, Luca A., et al.
Published: (2025)
by: Lanzendörfer, Luca A., et al.
Published: (2025)
Can Layer-wise SSL Features Improve Zero-Shot ASR Performance for Children's Speech?
by: Sinha, Abhijit, et al.
Published: (2025)
by: Sinha, Abhijit, et al.
Published: (2025)
Audio Processing using Pattern Recognition for Music Genre Classification
by: Chatterjee, Sivangi, et al.
Published: (2024)
by: Chatterjee, Sivangi, et al.
Published: (2024)
Meta-Learning in Audio and Speech Processing: An End to End Comprehensive Review
by: Raimon, Athul, et al.
Published: (2024)
by: Raimon, Athul, et al.
Published: (2024)
AudioGenX: Explainability on Text-to-Audio Generative Models
by: Kang, Hyunju, et al.
Published: (2025)
by: Kang, Hyunju, et al.
Published: (2025)
Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe
by: Feng, Tiantian, et al.
Published: (2025)
by: Feng, Tiantian, et al.
Published: (2025)
Does Audio Deepfake Detection Generalize?
by: Müller, Nicolas M., et al.
Published: (2022)
by: Müller, Nicolas M., et al.
Published: (2022)
A2SB: Audio-to-Audio Schrodinger Bridges
by: Kong, Zhifeng, et al.
Published: (2025)
by: Kong, Zhifeng, et al.
Published: (2025)
Do Audio-Language Models Understand Linguistic Variations?
by: Selvakumar, Ramaneswaran, et al.
Published: (2024)
by: Selvakumar, Ramaneswaran, 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)
Similar Items
-
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) -
Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
by: Prescott, Jordan, et al.
Published: (2026) -
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) -
Audio-visual child-adult speaker classification in dyadic interactions
by: Xu, Anfeng, et al.
Published: (2023) -
On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis
by: Sarkar, Eklavya, et al.
Published: (2024)