Tag: #audio
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
VBR MP3 breaks transcript clicks — CBR vs VBR, measured
Clicking a transcript line jumped to the wrong place. The cause was the audio container, not the timestamps. Why the Xing TOC in a VBR file drifts up to 0.9 seconds, why CBR stays within 0.04, and what 96 real episodes s
2026-09-10 · 6 min read #audio#mp3#ffmpeg#web#debuggingAnalyzing SOTA Multimodal LLMs — One Model to See, Hear, and Speak ♪ Listenable
How did a language model trained purely on text come to understand and generate images, audio, and video? This post walks through modality encoders and projectors, the unified token space, the any-to-any flow, native mul
2026-06-30 · 22 min read #multimodal-llm#any-to-any#vision-language#audio#architectureThe Complete torchaudio Guide — From Audio Processing to Speech Recognition, TTS, and Music Analysis
From audio loading and spectrogram transforms to Mel filter banks, MFCC, speech recognition (Wav2Vec2/Whisper), TTS, speaker diarization, and noise reduction — everything about audio AI with PyTorch.
2026-03-02 · 9 min read #ai-platform#pytorch#torchaudio#audio#speech-recognition