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Found 5 papers, 2 papers with code
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation
As virtual assistants have become more diverse and specialized, so has the demand for application or brand-specific wake words.
Speech Synthesis as Augmentation for Low-Resource ASR
Meanwhile, speech synthesis techniques have been rapidly getting closer to the goal of achieving human-like speech.
Phonetic Feedback for Speech Enhancement With and Without Parallel Speech Data
While deep learning systems have gained significant ground in speech enhancement research, these systems have yet to make use of the full potential of deep learning systems to provide high-level feedback.
An Exploration of Mimic Architectures for Residual Network Based Spectral Mapping
Spectral mapping uses a deep neural network (DNN) to map directly from noisy speech to clean speech.
Sound Audio and Speech Processing
Spectral feature mapping with mimic loss for robust speech recognition
For the task of speech enhancement, local learning objectives are agnostic to phonetic structures helpful for speech recognition.
