Search Results for author:
Found 8 papers, 1 papers with code
Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer
Automatic prediction of amyotrophic lateral sclerosis (ALS) disease progression provides a more efficient and objective alternative than manual approaches.
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
Having a single model that supports multiple translation tasks is desirable.
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration
Dropout-based Uncertainty-driven Self-Training (DUST) proceeds by first training a teacher model on source domain labeled data.
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition
Knowledge distillation (KD) is a popular model compression approach that has shown to achieve smaller model size with relatively lesser degradation in the model performance.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
Two-Pass End-to-End ASR Model Compression
With the use of popular transducer-based models, it has become possible to practically deploy streaming speech recognition models on small devices [1].
SpeechBrain: A General-Purpose Speech Toolkit
SpeechBrain is an open-source and all-in-one speech toolkit.
ECAPA-TDNN Embeddings for Speaker Diarization
Learning robust speaker embeddings is a crucial step in speaker diarization.
Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts
In this work, we address the problem of separating the percussive voices in the taniavartanam segments of Carnatic music.
