umbertocappellazzo / PETL_ASTLinks
This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters".
☆38Updated last year
Alternatives and similar repositories for PETL_AST
Users that are interested in PETL_AST are comparing it to the libraries listed below
Sorting:
- [SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model☆126Updated 11 months ago
- ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation☆28Updated last year
- An official repo for the paper "Adapting Language-Audio Models as Few-Shot Audio Learners"☆31Updated 2 years ago
- Implementation of the model "AudioFlamingo" from the paper: "Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dial…☆39Updated 8 months ago
- Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"☆153Updated 10 months ago
- Masked Modeling Duo: Towards a Universal Audio Pre-training Framework☆114Updated 2 weeks ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆88Updated 3 years ago
- Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Mo…☆20Updated 2 years ago
- [ICLR 2025] Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes☆48Updated last week
- Official implementation for our paper "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"☆41Updated last month
- A library built for easier audio self-supervised training, downstream tasks evaluation☆130Updated 2 weeks ago
- INTERSPEECH 23 - Refunction Whisper to recognize new tasks with adapters!☆43Updated 2 years ago
- (Interspeech 2023 & ICASSP 2024) Official repository for ARMHuBERT and STaRHuBERT☆40Updated last year
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆94Updated last year
- Learning differentiable temporal resolution on time-series data.☆36Updated 2 years ago
- Repository of the WACV'24 paper "Can CLIP Help Sound Source Localization?"☆32Updated 7 months ago
- This repository aims to collect Transformer-based sound event detection (SED) algorithms.☆73Updated this week
- Metrics for evaluating Automated Audio Captioning systems, designed for PyTorch.☆61Updated 2 months ago
- ☆94Updated last year
- DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning☆49Updated last year
- A unified framework for Low-resource Audio Processing and Evaluation (SSL Pre-training and Downstream Fine-tuning)☆29Updated last year
- small audio language model for reasoning☆76Updated 5 months ago
- Streaming Audiotransformers for online Audio tagging☆48Updated last year
- Understanding and Tackling Hallucinations in Large Audio-Language Models | ICASSP 2025, Interspeech 2024☆28Updated 6 months ago
- Source code for the paper 'Audio Captioning Transformer'☆57Updated 3 years ago
- The implementation for "Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions"☆45Updated 6 months ago
- This is a list of speech tasks and datasets, which can provide training data for Generative AI, AIGC, AI model training, intelligent spee…☆79Updated last year
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆33Updated 4 years ago
- PyTorch implementation of the ICASSP-24 paper: "Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Superv…☆38Updated last year
- Collection of works for evaluating (and analyzing) large audio-language models (LALMs)☆38Updated 2 months ago