veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

lmmx

# ffmpeg -i foo.m4a foo.wav

from pyannote.audio import Pipeline

pipeline = Pipeline.from_pretrained("pyannote/speaker-diarization")
diarization = pipeline("foo.wav")

# RTTM format https://catalog.ldc.upenn.edu/docs/LDC2004T12/RTTM-format-v13.pdf
with open("foo.rttm", "w") as rttm:
    diarization.write_rttm(rttm)

WeirdConstructor

Weird Constructor's (slightly opinionated) Rust Audio Link Collection

• Must Read/Watch Basics About Real-Time Audio Programming
  • "Real-time audio programming 101: time waits for nothing": http://www.rossbencina.com/code/real-time-audio-programming-101-time-waits-for-nothing
  • Video: Fabian Renn-Giles & Dave Rowland - Real-time 101
    • Part 1 - Investigating the real-time problem space
    • Part 2 - The real-time audio developer’s toolbox
• Rust Audio Top Level Website: https://rust.audio/
• Awesome Audio DSP Link List: https://github.com/BillyDM/Awesome-Audio-DSP

schacon

# sh get_token.sh user pass
curl -s -d '{"scopes":["repo"],"note":"admin script"}' -u "$1:$2" -XPOST https://api.github.com/authorizations | grep token

igrigorik

source :gemcutter

gem 'goliath', :git => 'git://github.com/postrank-labs/goliath.git'
gem 'em-synchrony', :git => 'git://github.com/igrigorik/em-synchrony.git'