Safeguarding Privacy in Edge Speech Understanding with Tiny Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Benazir, Afsara, Lin, Felix Xiaozhu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Speech Understanding on Tiny Devices with A Learning Cache
by: Benazir, Afsara, et al.
Published: (2023)
by: Benazir, Afsara, et al.
Published: (2023)
TF-MLPNet: Tiny Real-Time Neural Speech Separation
by: Itani, Malek, et al.
Published: (2025)
by: Itani, Malek, et al.
Published: (2025)
Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models
by: Feng, Chen, et al.
Published: (2025)
by: Feng, Chen, et al.
Published: (2025)
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML
by: Hing, Kong Ka, et al.
Published: (2025)
by: Hing, Kong Ka, et al.
Published: (2025)
TinySV: Speaker Verification in TinyML with On-device Learning
by: Pavan, Massimo, et al.
Published: (2024)
by: Pavan, Massimo, et al.
Published: (2024)
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)
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)
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models
by: Yin, Chun, et al.
Published: (2024)
by: Yin, Chun, et al.
Published: (2024)
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
by: Dong, Jiaheng, et al.
Published: (2025)
by: Dong, Jiaheng, et al.
Published: (2025)
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)
Turbocharge Speech Understanding with Pilot Inference
by: Wang, Rongxiang, et al.
Published: (2023)
by: Wang, Rongxiang, et al.
Published: (2023)
Continuous Autoregressive Modeling with Stochastic Monotonic Alignment for Speech Synthesis
by: Lin, Weiwei, et al.
Published: (2025)
by: Lin, Weiwei, et al.
Published: (2025)
WhisperFlow: speech foundation models in real time
by: Wang, Rongxiang, et al.
Published: (2024)
by: Wang, Rongxiang, 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)
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction
by: Brima, Yusuf, et al.
Published: (2023)
by: Brima, Yusuf, et al.
Published: (2023)
TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models
by: Ji, Shengpeng, et al.
Published: (2023)
by: Ji, Shengpeng, et al.
Published: (2023)
Investigating the Effects of Diffusion-based Conditional Generative Speech Models Used for Speech Enhancement on Dysarthric Speech
by: Reszka, Joanna, et al.
Published: (2024)
by: Reszka, Joanna, et al.
Published: (2024)
Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement
by: Haider, Daniel, et al.
Published: (2024)
by: Haider, Daniel, et al.
Published: (2024)
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech
by: de Oliveira, Danilo, et al.
Published: (2024)
by: de Oliveira, Danilo, et al.
Published: (2024)
TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling
by: Wang, Yuancheng, et al.
Published: (2025)
by: Wang, Yuancheng, et al.
Published: (2025)
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget
by: Liu, Andy T., et al.
Published: (2024)
by: Liu, Andy T., et al.
Published: (2024)
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
by: Fu, Yonggan, et al.
Published: (2022)
by: Fu, Yonggan, et al.
Published: (2022)
Speech to Speech Synthesis for Voice Impersonation
by: Johnson, Bjorn, et al.
Published: (2026)
by: Johnson, Bjorn, et al.
Published: (2026)
Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition
by: Ravenscroft, William, et al.
Published: (2024)
by: Ravenscroft, William, et al.
Published: (2024)
TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors
by: Huang, Zhaolan, et al.
Published: (2024)
by: Huang, Zhaolan, et al.
Published: (2024)
Gradient Norm-based Fine-Tuning for Backdoor Defense in Automatic Speech Recognition
by: Zhou, Nanjun, et al.
Published: (2025)
by: Zhou, Nanjun, et al.
Published: (2025)
Are Deep Speech Denoising Models Robust to Adversarial Noise?
by: Schwarzer, Will, et al.
Published: (2025)
by: Schwarzer, Will, et al.
Published: (2025)
Investigating the Design Space of Diffusion Models for Speech Enhancement
by: Gonzalez, Philippe, et al.
Published: (2023)
by: Gonzalez, Philippe, et al.
Published: (2023)
DDTSE: Discriminative Diffusion Model for Target Speech Extraction
by: Zhang, Leying, et al.
Published: (2023)
by: Zhang, Leying, et al.
Published: (2023)
Speech Enhancement and Dereverberation with Diffusion-based Generative Models
by: Richter, Julius, et al.
Published: (2022)
by: Richter, Julius, et al.
Published: (2022)
Parameter-Efficient Transfer Learning for Music Foundation Models
by: Ding, Yiwei, et al.
Published: (2024)
by: Ding, Yiwei, et al.
Published: (2024)
Impact of Speech Mode in Automatic Pathological Speech Detection
by: Sheikh, Shakeel A., et al.
Published: (2024)
by: Sheikh, Shakeel A., et al.
Published: (2024)
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation
by: Hirschkind, Nameer, et al.
Published: (2024)
by: Hirschkind, Nameer, et al.
Published: (2024)
Bridging the Perception Gap: A Lightweight Coarse-to-Fine Architecture for Edge Audio Systems
by: Zhang, Hengfan, et al.
Published: (2026)
by: Zhang, Hengfan, et al.
Published: (2026)
Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement
by: Sadeghi, Mostafa, et al.
Published: (2025)
by: Sadeghi, Mostafa, et al.
Published: (2025)
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis
by: Chen, Zehua, et al.
Published: (2023)
by: Chen, Zehua, et al.
Published: (2023)
Noise-aware Speech Enhancement using Diffusion Probabilistic Model
by: Hu, Yuchen, et al.
Published: (2023)
by: Hu, Yuchen, et al.
Published: (2023)
RepCodec: A Speech Representation Codec for Speech Tokenization
by: Huang, Zhichao, et al.
Published: (2023)
by: Huang, Zhichao, et al.
Published: (2023)
VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis
by: Lin, Weiwei, et al.
Published: (2024)
by: Lin, Weiwei, et al.
Published: (2024)
Bone-conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models
by: Khanagha, Sina, et al.
Published: (2026)
by: Khanagha, Sina, et al.
Published: (2026)
Similar Items
-
Speech Understanding on Tiny Devices with A Learning Cache
by: Benazir, Afsara, et al.
Published: (2023) -
TF-MLPNet: Tiny Real-Time Neural Speech Separation
by: Itani, Malek, et al.
Published: (2025) -
Edge-ASR: Towards Low-Bit Quantization of Automatic Speech Recognition Models
by: Feng, Chen, et al.
Published: (2025) -
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML
by: Hing, Kong Ka, et al.
Published: (2025) -
TinySV: Speaker Verification in TinyML with On-device Learning
by: Pavan, Massimo, et al.
Published: (2024)