B06901052 / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
☆13Updated 2 years ago
Alternatives and similar repositories for DeepSpeed:
Users that are interested in DeepSpeed are comparing it to the libraries listed below
- LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT☆72Updated 2 years ago
- Implementation of CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning☆46Updated last year
- ☆22Updated 4 years ago
- ☆36Updated 2 years ago
- Codes and datasets for our ICASSP2023 paper, Evaluating parameter-efficient transfer learning approaches on SURE benchmark for speech und…☆43Updated 2 years ago
- **Interspeech 2022** 《SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks》Speec…☆99Updated 2 weeks ago
- Non-Autoregressive Predictive Coding☆51Updated 4 years ago
- ☆20Updated 3 years ago
- Official implementation of MelHuBERT☆65Updated 6 months ago
- Code for T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5☆19Updated 2 years ago
- 《SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks》Speech processing with prompting paradigm☆81Updated last year
- ☆31Updated last year
- DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning☆49Updated last year
- A Pytorch implementation of the paper : SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification☆31Updated 3 years ago
- AudioCodec-Hub is a Python library for encoding and decoding audio data, supporting various neural audio codec models☆22Updated last year
- Official code for Interspeech 2023 paper "Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clusterin…☆52Updated last year
- SLMTokBench for paper "SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models"☆35Updated last year
- Word Discovery in Visually Grounded, Self-Supervised Speech Models☆26Updated last year
- ☆30Updated 5 months ago
- A curated list of awesome adversarial reprogramming and input prompting methods for neural networks since 2022☆36Updated last year
- End-to-End Speech Processing Toolkit☆13Updated 3 months ago
- (Interspeech 2023 & ICASSP 2024) Official repository for ARMHuBERT and STaRHuBERT☆39Updated 7 months ago
- A spoken version of the textual story cloze benchmark☆16Updated last year
- Official Code for SyllableLM: Learning Coarse Semantic Units for Speech Language Models☆51Updated last month
- Unsupervised phone and word segmentation using dynamic programming on self-supervised VQ features.☆37Updated last year
- Transformer-based visually grounded speech models☆19Updated 2 years ago
- Layer-wise analysis of self-supervised pre-trained speech representations☆101Updated 6 months ago
- This Repository surveys the paper focusing on Prompting and Adapters for Speech Processing.☆108Updated last year
- Python scripts to create noisy and reverberant 2-speaker mixture audio with Libri-Light and WHAM☆16Updated 5 months ago
- ARCH: Audio Representations benCHmark☆44Updated 7 months ago