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cover of episode How AI and Algorithms Are Transforming Music

How AI and Algorithms Are Transforming Music

2024/12/27
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On the Media

AI Deep Dive AI Insights AI Chapters Transcript
People
A
Ann Powers
K
Kyle Chayka
M
Mark Henry Phillips
M
Michael Loewinger
Topics
Brooke Gladstone和Michael Olinger:对Spotify等流媒台的算法推荐和音乐评论的现状进行了分析,讨论了算法对于音乐发现和听音的影响,并表示对音乐评论未来的关心。 Ann Powers:讨论了Pitchfork在音乐品品和音乐评论中的作用,并对其发展进行了分析,包括其对音乐类型的视野改变和对其评论方式的自我反省。她认为,Pitchfork的发展体现了音乐写作领域的多元化和自我反省。 Kyle Chayka:讨论了算法对于音乐发现和听音的影响,并提出应强化算法的监管。他认为,算法能够学习用户行为,但是它们不能真正了解用户的音乐品品,并存在将用户限制在特定音乐风格的风险。 Mark Henry Phillips:讨论了AI音乐生成器对音乐创作行业的影响,并表示对未来的关心。他认为,AI音乐生成器已经能够生成高质量的音乐,对于音乐创作者来说,这是一个危机,但同时也提供了新的可能性。

Deep Dive

Key Insights

Why is Pitchfork considered a significant influence in music journalism?

Pitchfork became influential due to its opinionated reviews, a notorious scoring system for new releases, and a constant stream of blog-like content. It elevated bands like Spoon, Phoenix, Radiohead, and Arcade Fire, shaping indie rock in the 2000s and 2010s. Its curation and distinctive voice made it a 21st-century flag bearer for music criticism.

How has Pitchfork evolved in its coverage of music genres?

Pitchfork has expanded its coverage from indie rock to include pop, mainstream artists, obscure electronic music, avant-garde jazz, and Americana. This diversification reflects a broader shift in music journalism, embracing a wider range of genres and artists, moving beyond its earlier focus on indie rock.

What is the 'Poptimism' movement in music criticism?

Poptimism emerged as a response to the dominance of rockism in music criticism, which favored guitar-based rock by straight white men. Poptimism advocates for taking mainstream pop, dance music, and genres dominated by African-American artists and women seriously, challenging historical biases in music journalism.

How do algorithms like Spotify's influence music discovery?

Spotify's algorithm tracks user behavior, such as clicks, favorites, and listening duration, to recommend music. However, it doesn't assess quality; it prioritizes attention. This can lead to a homogenized listening experience, where users are subtly encouraged to listen to familiar tracks rather than explore new genres or artists.

What are the potential downsides of algorithmic music recommendations?

Algorithmic recommendations can create a 'Filter World,' where users are boxed into a narrow range of content based on past behavior. This limits exposure to diverse or unexpected music, reducing the serendipity of discovery that comes from human curation, such as radio DJs or record store clerks.

How does AI music generation threaten professional composers?

AI music generators can produce high-quality tracks in minutes, mimicking specific styles or artists. This poses a threat to composers who rely on creating commercial music, theme songs, or scores, as AI can replicate their work faster and cheaper, potentially rendering their skills obsolete.

What makes AI music generation particularly effective compared to other AI tools?

AI music generation mimics the intuitive, black-box process of human musicians, guessing the next note or instrument based on a vague idea or style. This approach aligns closely with how musicians create, making it uniquely capable of producing convincing and original music, unlike AI tools in writing or visual arts.

How could AI music generation impact the future of music creation?

AI music generation could lead to feedback loops where future AI models are trained on AI-generated music, potentially creating a cycle of derivative content. While it offers exciting tools for musicians to finish unfinished projects, it also raises ethical and legal questions about ownership and originality in music.

Chapters
This chapter explores the changing landscape of music criticism, particularly focusing on Pitchfork's evolution and its impact on the industry. It discusses the role of music journalism, the rise of poptimism, and the challenges faced by critics in a digital age.
  • Pitchfork's significant influence on shaping music tastes and criticism.
  • The evolution of Pitchfork's coverage from indie rock to mainstream pop.
  • The concept of poptimism and its implications for music criticism.
  • The challenges faced by critics in the digital age.

Shownotes Transcript

It’s been almost a year since the historic music outlet Pitchfork shrank considerably. On this week’s On the Media, why the distinctive voices in music journalism are worth saving. Plus, how AI music generators could upend the industry. 

[01:00]  Host Micah Loewinger, speaks with Ann Powers), critic and correspondent for NPR Music, on Condé Nast's acquisition of the influential music publication Pitchfork, and what this means for the future of music journalism.

[12:45] Host Micah Loewinger speaks to Kyle Chayka), staff writer at The New Yorker, about how algorithms are changing how people discover and listen to music – and all too often, not for the better.

[28:39] Former OTM producer, and current composer and sound designer, Mark Henry Phillips), on how AI music generators could fundamentally upend the industry for good. 

Further reading:

*A segment from this show originally aired on our January 19, 2024 program, **Trouble at The Baltimore Sun, and the End of an Era for Pitchfork.     *)

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