marktechpost

Salesforce CodeGen Tutorial: Generate, Validate, and Rerank Python Functions With Unit Tests and Safety Checks

In this tutorial, we implement an end-to-end workflow for Salesforce CodeGen. We load a CodeGen model from Hugging Face, prepare it for code generation, and use it to generate Python functions from ...
GitHub

Automated GC-MS TIC chromatogram preprocessing.

Version 0.2.0 — see CHANGELOG.md for release notes. Preprocessing pipeline for GC-MS Total Ion Current (TIC) chromatograms, designed for downstream chemometrics and machine learning. Handles data from ...
tech2geek

How to Normalize Audio with FFmpeg (LUFS Standard for YouTube & Spotify)

Have you ever clicked on a YouTube video only to scramble for the volume knob because the ad was way louder than the content? Or noticed how one podcast sounds quiet while another blasts your speakers ...
marktechpost

Building a Speech Enhancement and Automatic Speech Recognition (ASR) Pipeline in Python Using SpeechBrain

In this tutorial, we walk through an advanced yet practical workflow using SpeechBrain. We start by generating our own clean speech samples with gTTS, deliberately adding noise to simulate real-world ...
IEEE

Speech Emotional Recognition using XGBoost and Deep Learning Algorithm and Multisource Datasets

Abstract: Speech emotional recognition (SER) focuses on developing computers' comprehension and response to human emotional tones and is a key field of research in human-machine interaction. This ...
C&EN

ProcessOptimizer, an Open-Source Python Package for Easy Optimization of Real-World Processes Using Bayesian Optimization: Showcase of Features and Example of Use

ProcessOptimizer is a Python package designed to provide easy access to advanced machine learning techniques, specifically Bayesian optimization using, e.g., Gaussian processes. Aimed at ...