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Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription

20 July 2022

Papers citing "Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription"

32 / 32 papers shown

Title
MM-ALT: A Multimodal Automatic Lyric Transcription System Xiangming Gu Longshen Ou Danielle Ong Ye Wang 54 13 0 13 Jul 2022
Genre-conditioned Acoustic Models for Automatic Lyrics Transcription of Polyphonic Music Xiaoxue Gao Chitralekha Gupta Haizhou Li 68 21 0 07 Apr 2022
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding Peter Sullivan Toshiko Shibano Muhammad Abdul-Mageed 71 11 0 10 Feb 2022
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 85 174 0 05 Nov 2021
MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition Jinming Zhao Ruichen Li Qin Jin Xinchao Wang Haizhou Li 49 25 0 27 Oct 2021
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 97 18 0 07 Oct 2021
PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription Chen Zhang Jiaxing Yu Luchin Chang Xu Tan Jiawei Chen Tao Qin Kecheng Zhang 57 15 0 16 Sep 2021
MSTRE-Net: Multistreaming Acoustic Modeling for Automatic Lyrics Transcription Emir Demirel Sven Ahlback S. Dixon 58 25 0 05 Aug 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 184 3,003 0 14 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 98 768 0 08 Jun 2021
Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings L. Pepino Pablo Riera Luciana Ferrer 81 365 0 08 Apr 2021
Low Resource Audio-to-Lyrics Alignment From Polyphonic Music Recordings Emir Demirel Sven Ahlback S. Dixon 51 21 0 18 Feb 2021
End-to-end lyrics Recognition with Voice to Singing Style Transfer Sakya Basak Shrutina Agarwal Sriram Ganapathy Naoya Takahashi 50 20 0 17 Feb 2021
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 143 203 0 11 Dec 2020
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 139 173 0 22 Oct 2020
Transformer based unsupervised pre-training for acoustic representation learning Ruixiong Zhang Haiwei Wu Wubo Li Dongwei Jiang Wei Zou Xiangang Li SSL ViT 69 27 0 29 Jul 2020
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention Emir Demirel Sven Ahlback S. Dixon 38 33 0 13 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 299 5,849 0 20 Jun 2020
Unsupervised pretraining transfers well across languages M. Rivière Armand Joulin Pierre-Emmanuel Mazaré Emmanuel Dupoux SSL VLM 55 209 0 07 Feb 2020
Improving Transformer-based Speech Recognition Using Unsupervised Pre-training Dongwei Jiang Xiaoning Lei Wubo Li Ne Luo Yuxuan Hu Wei Zou Xiangang Li 76 99 0 22 Oct 2019
DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm Gabriel Meseguer-Brocal Alice Cohen-Hadria Geoffroy Peeters 50 85 0 25 Jun 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 190 3,470 0 18 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 129 251 0 06 Apr 2019
An Unsupervised Autoregressive Model for Speech Representation Learning Yu-An Chung Wei-Ning Hsu Hao Tang James R. Glass SSL 89 409 0 05 Apr 2019
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition Model Daniel Stoller Simon Durand Sebastian Ewert 51 88 0 18 Feb 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,049 0 27 Jun 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 82 857 0 08 Apr 2016
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 89 1,152 0 18 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,611 0 24 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014