Tag Archives: Watson

26Oct/26

Hidden history on vinyl record sleeves

Digital Crate-Digging: Combining Visual Metadata, Embedded Streaming, and Sample Discovery

Mon, July 26 2026 /Mpelembe Media/ — Digital music archivism plays a vital role in safeguarding 20th-century sound recordings, bridging physical vinyl history with interactive digital crate-digging platforms. A prime exemplar in this domain is a digital repository indexing over 3,282 rare vinyl releases centered on 1970s soul and 1980s boogie, funk, R&B, and jazz. This collection documents a major transition in popular music, capturing the shift from 1970s analog studio arrangements with rich strings and live rhythm sections into 1980s electro-funk, synth-driven boogie, and early digital recording techniques. The underlying platform utilizes multi-tiered indexing by release year, sub-genre taxonomy, and physical release format, including LPs, rare 7-inch 45s, and extended 12-inch maxi-singles crucial to club mix culture. Furthermore, high-resolution front and back cover photography preserves essential historical documentation such as personnel credits, studio locations, track durations, mastering etchings, and sleeve conditions. To link static metadata with active listening, the archive incorporates embedded YouTube playback alongside an algorithmic “Random Spin” discovery feature that replicates the serendipity of digging through physical record bins. Continue reading →

20Apr/23

How organizations are using crowdsourcing to improve AI systems

April 20, 2023 /Technology/ –Crowdsourcing is the process of obtaining information or services from a large group of people, typically via the internet. Crowdsourcing is a powerful tool that can be used to ensure that AI systems are accurate, unbiased, and meet the needs of the people who will be using them. There are a number of ways that organizations are using crowdsourcing to achieve these goals.

One way that organizations are using crowdsourcing is to collect data. This data can be used to train AI systems to perform tasks such as facial recognition, speech recognition, and language translation. Crowdsourcing can be used to collect a wide variety of data, including images, text, and audio. This data can be collected from a large number of people, which helps to ensure that the data is accurate and representative of the real world.
Continue reading →