Alternative rock is guitar-based rock music that grew from punk, post-punk, and indie scenes before dominating the early-to-mid 1990s. Between roughly 1991 and 1996, alt rock—including grunge and Britpop—became the dominant form of rock on MTV, radio stations, and the Billboard charts. The sound is defined by distorted guitars, introspective or socially critical lyrics, and … Read more
1. Introduction: The Dialectic of Two Worlds The history of heavy music in the late 20th and early 21st centuries is dominated by the collision of two distinct but related subcultures: heavy metal and ***** punk. Metalcore, the progeny of this union, stands as arguably the most commercially successful and culturally significant sub-genre of extreme … Read more
Quick navigation The Fundamental Problem Theoretical Foundations Mask-Based Separation U-Net SOTA Models Band-Split & Transformers Loss Functions Phase Reconstruction Data & Benchmarking Spatial Audio Future Directions Conclusions Works cited The Fundamental Problem of Music Source Separation Music source separation (MSS), colloquially referred to as ai vocal remover, stem splitting or de-mixing, represents a specialized audio-to-audio … Read more
The Fundamental Problem of Music Source Separation Music source separation (MSS), colloquially referred to as stem splitting or de-mixing, represents a specialized audio-to-audio retrieval task centered on extracting constituent components from a polyphonic musical mixture.1 1 Within this domain, vocal removal or isolation constitutes one of the most significant challenges due to the high degree … Read more
Built for breakdowns. Made for the pit. Human Mosh is a metalcore-first music ecosystem where punk, grunge, shoegaze, alternative rock, and death metal don’t get buried in the noise. It’s a place to tighten your release, make your mix hit harder, and create real discovery signal — from rehearsal to release. Start here: Human Mosh … Read more