2 papers
cs.SD2026
Compressing Streaming Neural Audio Encoders via Latent-Space Distillation
Prasanth Yadla, Mohammad Samragh, Dongseong Hwang +7
System-wide Dictation on Apple devices runs entirely on-device, and the speech it transcribes reaches the foundation model through a tokenizer: an encoder that maps short windows o…
cs.SD2026
Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformers
Dongseong Hwang, Prasanth Yadla, Kaan Elgin +8
Siri Expressive Voices synthesize rich, configurable speech in real time and entirely on device, powered by AFM 3 Core Advanced, Apple's most powerful on-device foundation model. T…