zhang-tuo-pdf / FedAudio
[ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks
☆48Updated last year
Alternatives and similar repositories for FedAudio:
Users that are interested in FedAudio are comparing it to the libraries listed below
- Code for the paper: Separate but togerher: Unsupervised Federated Learning for Speech Enhancement from non-iid data☆40Updated 3 years ago
- Test-time adaptation for speech recognition model by single utterance. The official implementation of "Listen, Adapt, Better WER: Source-…☆18Updated 3 years ago
- Rainbow Keywords - Official PyTorch Implementation☆12Updated 9 months ago
- [NeurIPS 2022] "Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Spee…☆16Updated last year
- Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling☆22Updated 2 years ago
- Federated Self-Training for Data-Efficient Audio Recognition☆9Updated 2 years ago
- ☆40Updated last year
- FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning (INTERSPEECH 2022)☆17Updated last year
- A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022☆36Updated last year
- Official implementation of the Odyssey paper "A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification"☆17Updated 2 years ago
- Continual Learning Benchmark for Spoken Keyword Spotting☆16Updated 2 years ago
- Instructions on downloading and using the LibriAdapt dataset☆46Updated 3 years ago
- ☆23Updated 2 years ago
- ☆19Updated last year
- Dataset/code for AudioMarkBench: Benchmarking Robustness of Audio Watermarking☆35Updated 7 months ago
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆51Updated 3 weeks ago
- WildDESED: A LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection☆14Updated 4 months ago
- Unofficial implementation of FSD50k baselines for Sound Event Recognition☆24Updated 11 months ago
- Defending against Adversarial Audio via Diffusion Model (ICLR 2023)☆29Updated 2 years ago
- Prepend universal audio attack segment to mute Whisper☆20Updated 2 months ago
- This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fi…☆36Updated 8 months ago
- ☆13Updated 2 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆13Updated 2 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆15Updated last year
- (Interspeech 2023 & ICASSP 2024) Official repository for ARMHuBERT and STaRHuBERT☆39Updated 7 months ago
- Collection of PyTorch implementations of Spoken Keyword Spotting presented in research papers.☆24Updated 11 months ago
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆31Updated 3 years ago
- ☆9Updated 2 years ago
- A deepfake audio dataset for detecting fake speech from codec-based speech synthesis systems, Interspeech 2024☆16Updated 8 months ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆41Updated last year