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…
eess.AS2024
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval
Nikolaos Flemotomos, Roger Hsiao, Pawel Swietojanski +3
Neural contextual biasing allows speech recognition models to leverage contextually relevant information, leading to improved transcription accuracy. However, the biasing mechanism…