SiavashShams / ssamba
[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
☆90Updated this week
Related projects: ⓘ
- Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"☆85Updated 2 months ago
- This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" and "Efficient Fi…☆33Updated last month
- Official implementation for our paper "Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations"☆22Updated 3 months ago
- 🦇 Encoder of BAT (Learning to Reason about Spatial Sounds with Large Language Models)☆28Updated 3 months ago
- Learning differentiable temporal resolution on time-series data.☆33Updated last year
- Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'☆81Updated last month
- ☆114Updated 2 weeks ago
- ☆48Updated 2 months ago
- Masked Modeling Duo: Towards a Universal Audio Pre-training Framework☆63Updated last month
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆82Updated 2 years ago
- Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Mo…☆19Updated last year
- [Official Implementation] Acoustic Autoregressive Modeling 🔥☆52Updated 3 weeks ago
- Open implementation of UNIVERSE and UNIVERSE++ diffusion-based speech enhancement models.☆66Updated 3 weeks ago
- [IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer☆99Updated 5 months ago
- ARCH: Audio Representations benCHmark☆25Updated 3 weeks ago
- TODO☆31Updated 10 months ago
- EVAR ~ Evaluation package for Audio Representations☆41Updated last month
- A library built for easier audio self-supervised training, downstream tasks evaluation☆92Updated 3 weeks ago
- AudioLDM training, finetuning, evaluation and inference.☆11Updated 5 months ago
- Official code release for "RTFS-Net: Recurrent time-frequency modelling for efficient audio-visual speech separation", accepted ICLR 2024☆35Updated 6 months ago
- (Interspeech 2023 & ICASSP 2024) Official repository for ARMHuBERT and STaRHuBERT☆36Updated 3 weeks ago
- ☆78Updated last year
- COG-MHEAR Audio-Visual Speech Enhancement Challenge☆32Updated 5 months ago
- ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation☆20Updated 6 months ago
- A Diffusion Probabilistic Model for Target Sound Extraction☆29Updated 4 months ago
- Evaluate EfficientAT models on the Holistic Evaluation of Audio Representations Benchmark.☆23Updated last year
- This is the official implementation of our multi-channel multi-speaker multi-spatial neural audio codec architecture.☆41Updated last week
- A unified framework for Low-resource Audio Processing and Evaluation (SSL Pre-training and Downstream Fine-tuning)☆27Updated 2 months ago
- This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".☆80Updated last month
- ☆35Updated last year