3.6k citations · 5.2k across the 39 of their papers we have counts for
3 papers · 1 filter
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…
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…
Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data
Thibault Doutre, Wei Han, Min Ma +7
Streaming end-to-end automatic speech recognition (ASR) models are widely used on smart speakers and on-device applications. Since these models are expected to transcribe speech wi…