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business#ai platform📝 BlogAnalyzed: Jan 15, 2026 14:17

Tulip's $1.3B Valuation Signals Growing Interest in AI-Powered Frontline Operations

Published:Jan 15, 2026 14:15
1 min read
Techmeme

Analysis

The substantial Series D funding for Tulip underscores the increasing demand for AI-driven solutions in manufacturing and frontline operations. The involvement of Mitsubishi Electric, a major player in industrial automation, validates the platform's potential and indicates a strong industry endorsement. This investment could accelerate Tulip's expansion and further development of its AI capabilities.
Reference

“Boston-based Tulip announced today it has raised $120 million in a Series D funding round led by Mitsubishi Electric, at a valuation of $1.3 billion.”

PermalinkTechmeme
Research#audio processing📝 BlogAnalyzed: Dec 29, 2025 07:44

Solving the Cocktail Party Problem with Machine Learning, w/ Jonathan Le Roux - #555

Published:Jan 24, 2022 17:14
1 min read
Practical AI

Analysis

This article discusses the application of machine learning to the "cocktail party problem," specifically focusing on separating speech from noise and other speech. It highlights Jonathan Le Roux's research at Mitsubishi Electric Research Laboratories (MERL), particularly his paper on separating complex acoustic scenes into speech, music, and sound effects. The article explores the challenges of working with noisy data, the model architecture used, the role of ML/DL, and future research directions. The focus is on audio separation and enhancement using machine learning techniques, offering insights into the complexities of real-world soundscapes.
Reference

“The article focuses on Jonathan Le Roux's paper The Cocktail Fork Problem: Three-Stem Audio Separation For Real-World Soundtracks.”

PermalinkPractical AI