HILCodec: High Fidelity and Lightweight Neural Audio Codec

1 code implementation • 8 May 2024 • Sunghwan Ahn, Beom Jun Woo, Min Hyun Han, Chanyeong Moon, Nam Soo Kim

The recent advancement of end-to-end neural audio codecs enables compressing audio at very low bitrates while reconstructing the output audio with high fidelity.

Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition

no code implementations • 28 Nov 2022 • Ji Won Yoon, Beom Jun Woo, Sunghwan Ahn, Hyeonseung Lee, Nam Soo Kim

Recently, the advance in deep learning has brought a considerable improvement in the end-to-end speech recognition field, simplifying the traditional pipeline while producing promising results.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition

no code implementations • 13 Apr 2022 • Ji Won Yoon, Beom Jun Woo, Nam Soo Kim

Pre-training with self-supervised models, such as Hidden-unit BERT (HuBERT) and wav2vec 2. 0, has brought significant improvements in automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1