SpeechPrompt
by ga642381
Interspeech 2022 《SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks》Speech processing with prompting paradigm
AI summary
Prompt tuning for speech processing
An approach to leveraging pre-trained models for efficient speech processing tasks by using prompt tuning
- stars
- 97
- forks
- 8
- watching
- 6
Similar projects
Found by comparing what the projects do, not just their names.
Prompt papers
A curated list of papers on prompt-based tuning for pre-trained language models, providing insights and advancements in the field.
Chatbot optimization guide
A comprehensive guide to optimizing chatbot responses using prompt engineering techniques
Prompt repository
A platform for sharing and discovering chatbot prompts and their applications.
language model tuning
Training methods and tools for fine-tuning language models using human preferences
Language model tuner
A repository providing tools and datasets to fine-tune language models for specific tasks
Prompt evaluator
An API for evaluating the quality of text prompts used in Large Language Models (LLMs) based on perplexity estimation
Prompt Optimizer
A tool to reduce the complexity of text prompts to minimize API costs and model computations.
Hyperparameter tuner
Automated hyperparameter tuning and feature selection using evolutionary algorithms.
Language Model
Trains a large-scale PyTorch language model on the 1-Billion Word dataset
Speech enhancer library
This repository provides MATLAB implementations of traditional speech enhancement techniques including spectral subtraction, Wiener filtering, and Kalman filtering.
Speech Recognition
Developing low-resource speech command recognition systems using adversarial reprogramming and transfer learning
Model optimizer
Tools and techniques for optimizing large language models on various frameworks and hardware platforms.
Prompt library
A comprehensive collection of customizable prompts for Generative Pre-trained Transformers (GPTs) designed specifically for educational use.
awni/speech756
Speech model
A PyTorch implementation of end-to-end speech recognition models.
parameter optimizer
Automates search for optimal parameters in machine learning algorithms.
