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AudioLM: a Language Modeling Approach to Audio Generation

AudioLM: a Language Modeling Approach to Audio Generation

7 September 2022
Zalan Borsos
Raphaël Marinier
Damien Vincent
Eugene Kharitonov
Olivier Pietquin
Matthew Sharifi
Dominik Roblek
O. Teboul
David Grangier
Marco Tagliasacchi
Neil Zeghidour
    AuLLM
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Papers citing "AudioLM: a Language Modeling Approach to Audio Generation"

50 / 428 papers shown
Title
Towards General-Purpose Text-Instruction-Guided Voice Conversion
Towards General-Purpose Text-Instruction-Guided Voice Conversion
Chun-Yi Kuan
Chen An Li
Tsung-Yuan Hsu
T. Lin
Ho-Lam Chung
Kai-Wei Chang
Shuo-yiin Chang
Hung-yi Lee
20
5
0
25 Sep 2023
Speaker anonymization using neural audio codec language models
Speaker anonymization using neural audio codec language models
Michele Panariello
Francesco Nespoli
Massimiliano Todisco
Nicholas W. D. Evans
22
17
0
25 Sep 2023
AutoPrep: An Automatic Preprocessing Framework for In-the-Wild Speech
  Data
AutoPrep: An Automatic Preprocessing Framework for In-the-Wild Speech Data
Jianwei Yu
Hangting Chen
Yanyao Bian
Xiang Li
Yimin Luo
Jinchuan Tian
Mengyang Liu
Jiayi Jiang
Shuai Wang
VLM
15
12
0
25 Sep 2023
VoiceLDM: Text-to-Speech with Environmental Context
VoiceLDM: Text-to-Speech with Environmental Context
Yeong-Won Lee
In-won Yeon
Juhan Nam
Joon Son Chung
VLM
DiffM
22
10
0
24 Sep 2023
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with
  Multi-Scale Acoustic Prompts
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts
Shunwei Lei
Yixuan Zhou
Liyang Chen
Dan Luo
Zhiyong Wu
...
Shiyin Kang
Tao Jiang
Yahui Zhou
Yuxing Han
Helen M. Meng
VLM
38
2
0
21 Sep 2023
Speak While You Think: Streaming Speech Synthesis During Text Generation
Speak While You Think: Streaming Speech Synthesis During Text Generation
Avihu Dekel
Slava Shechtman
Raul Fernandez
David Haws
Zvi Kons
R. Hoory
24
8
0
20 Sep 2023
Towards Joint Modeling of Dialogue Response and Speech Synthesis based
  on Large Language Model
Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language Model
Xinyu Zhou
Delong Chen
Yudong Chen
AuLLM
40
0
0
20 Sep 2023
Discrete Audio Representation as an Alternative to Mel-Spectrograms for
  Speaker and Speech Recognition
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition
Krishna C. Puvvada
Nithin Rao Koluguri
Kunal Dhawan
Jagadeesh Balam
Boris Ginsburg
32
12
0
19 Sep 2023
MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation
MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation
Xinda Wu
Zhijie Huang
Kejun Zhang
Jiaxing Yu
Xu Tan
Tieyao Zhang
Zihao Wang
Lingyun Sun
24
5
0
19 Sep 2023
FoleyGen: Visually-Guided Audio Generation
FoleyGen: Visually-Guided Audio Generation
Xinhao Mei
Varun K. Nagaraja
Gaël Le Lan
Zhaoheng Ni
Ernie Chang
Yangyang Shi
Vikas Chandra
VGen
23
21
0
19 Sep 2023
Do learned speech symbols follow Zipf's law?
Do learned speech symbols follow Zipf's law?
Shinnosuke Takamichi
Hiroki Maeda
Joonyong Park
Daisuke Saito
Hiroshi Saruwatari
17
1
0
18 Sep 2023
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained
  Generative Methods for Speech Enhancement in Adverse Conditions
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions
Heming Wang
Meng Yu
Huan Zhang
Chunlei Zhang
Zhongweiyang Xu
Muqiao Yang
Yixuan Zhang
Dong Yu
37
3
0
16 Sep 2023
Enhance audio generation controllability through representation
  similarity regularization
Enhance audio generation controllability through representation similarity regularization
Yangyang Shi
Gaël Le Lan
Varun K. Nagaraja
Zhaoheng Ni
Xinhao Mei
Ernie Chang
Forrest N. Iandola
Yang Liu
Vikas Chandra
42
1
0
15 Sep 2023
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer
Yongqiang Wang
Jionghao Bai
Rongjie Huang
Ruiqi Li
Zhiqing Hong
Zhou Zhao
19
3
0
14 Sep 2023
Masked Generative Modeling with Enhanced Sampling Scheme
Masked Generative Modeling with Enhanced Sampling Scheme
Daesoo Lee
Erlend Aune
Sara Malacarne
DiffM
13
3
0
14 Sep 2023
Voxtlm: unified decoder-only models for consolidating speech
  recognition/synthesis and speech/text continuation tasks
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks
Soumi Maiti
Yifan Peng
Shukjae Choi
Jee-weon Jung
Xuankai Chang
Shinji Watanabe
VLM
AuLLM
29
57
0
14 Sep 2023
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS
Yifan Yang
Feiyu Shen
Chenpeng Du
Ziyang Ma
K. Yu
Daniel Povey
Xie Chen
35
24
0
14 Sep 2023
UnifiedGesture: A Unified Gesture Synthesis Model for Multiple Skeletons
UnifiedGesture: A Unified Gesture Synthesis Model for Multiple Skeletons
Sicheng Yang
Zehao Wang
Zhiyong Wu
Minglei Li
Zhensong Zhang
...
Lei Hao
Songcen Xu
Xiaofei Wu
Changpeng Yang
Zonghong Dai
DiffM
49
14
0
13 Sep 2023
MAGMA: Music Aligned Generative Motion Autodecoder
MAGMA: Music Aligned Generative Motion Autodecoder
Sohan Anisetty
Amit Raj
James Hays
26
0
0
03 Sep 2023
RepCodec: A Speech Representation Codec for Speech Tokenization
RepCodec: A Speech Representation Codec for Speech Tokenization
Zhichao Huang
Chutong Meng
Tom Ko
22
23
0
31 Aug 2023
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language
  Models
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
Xin Zhang
Dong Zhang
Shimin Li
Yaqian Zhou
Xipeng Qiu
36
64
0
31 Aug 2023
Spoken Language Intelligence of Large Language Models for Language Learning
Spoken Language Intelligence of Large Language Models for Language Learning
Linkai Peng
Baorian Nuchged
Yingming Gao
ELM
64
4
0
28 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook
Sparks of Large Audio Models: A Survey and Outlook
S. Latif
Moazzam Shoukat
Fahad Shamshad
Muhammad Usama
Yi Ren
...
Wenwu Wang
Xulong Zhang
Roberto Togneri
Min Zhang
Björn W. Schuller
LM&MA
AuLLM
33
38
0
24 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation
Example-Based Framework for Perceptually Guided Audio Texture Generation
Purnima Kamath
Chitralekha Gupta
L. Wyse
Suranga Nanayakkara
24
4
0
23 Aug 2023
TokenSplit: Using Discrete Speech Representations for Direct, Refined,
  and Transcript-Conditioned Speech Separation and Recognition
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition
Hakan Erdogan
Scott Wisdom
Xuankai Chang
Zalan Borsos
Marco Tagliasacchi
Neil Zeghidour
J. Hershey
18
9
0
21 Aug 2023
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
SpeechX: Neural Codec Language Model as a Versatile Speech Transformer
Xiaofei Wang
Manthan Thakker
Zhuo Chen
Naoyuki Kanda
Sefik Emre Eskimez
Sanyuan Chen
M. Tang
Shujie Liu
Jinyu Li
Takuya Yoshioka
26
80
0
14 Aug 2023
ModelScope Text-to-Video Technical Report
ModelScope Text-to-Video Technical Report
Jiuniu Wang
Hangjie Yuan
Dayou Chen
Yingya Zhang
Xiang Wang
Shiwei Zhang
VGen
DiffM
33
392
0
12 Aug 2023
Improving Joint Speech-Text Representations Without Alignment
Improving Joint Speech-Text Representations Without Alignment
Cal Peyser
Zhong Meng
Ke Hu
Rohit Prabhavalkar
Andrew Rosenberg
Tara N. Sainath
M. Picheny
Kyunghyun Cho
VLM
31
4
0
11 Aug 2023
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised
  Pretraining
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
Haohe Liu
Yiitan Yuan
Xubo Liu
Xinhao Mei
Qiuqiang Kong
Qiao Tian
Yuping Wang
Wenwu Wang
Yuxuan Wang
Mark D. Plumbley
DiffM
42
224
0
10 Aug 2023
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech
  Resynthesis
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis
Tu Nguyen
Wei-Ning Hsu
Antony DÁvirro
Bowen Shi
Itai Gat
...
Gabriel Synnaeve
Michael Hassid
Felix Kreuk
Yossi Adi
Emmanuel Dupoux
24
55
0
10 Aug 2023
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models
Peike Li
Bo-Yu Chen
Yao Yao
Yikai Wang
Allen Wang
Alex Jinpeng Wang
MGen
VLM
DiffM
72
37
0
09 Aug 2023
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive
  Speech Synthesis with Prosody Conditional Adversarial Training
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial Training
H. Oh
Sang-Hoon Lee
Seong-Whan Lee
DiffM
23
14
0
31 Jul 2023
Minimally-Supervised Speech Synthesis with Conditional Diffusion Model
  and Language Model: A Comparative Study of Semantic Coding
Minimally-Supervised Speech Synthesis with Conditional Diffusion Model and Language Model: A Comparative Study of Semantic Coding
Chunyu Qiang
Hao Li
Hao Ni
He Qu
Ruibo Fu
Tao Wang
Longbiao Wang
J. Dang
DiffM
30
8
0
28 Jul 2023
Towards Generalist Biomedical AI
Towards Generalist Biomedical AI
Tao Tu
Shekoofeh Azizi
Danny Driess
M. Schaekermann
Mohamed Amin
...
Yossi Matias
K. Singhal
Peter R. Florence
Alan Karthikesalingam
Vivek Natarajan
LM&MA
MedIm
AI4MH
49
243
0
26 Jul 2023
Brain2Music: Reconstructing Music from Human Brain Activity
Brain2Music: Reconstructing Music from Human Brain Activity
Timo I. Denk
Yu Takagi
Takuya Matsuyama
A. Agostinelli
Tomoya Nakai
Christian Frank
Shinji Nishimoto
31
13
0
20 Jul 2023
VampNet: Music Generation via Masked Acoustic Token Modeling
VampNet: Music Generation via Masked Acoustic Token Modeling
Hugo Flores Garcia
Prem Seetharaman
Rithesh Kumar
Bryan Pardo
MGen
45
64
0
10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey
S. Mohamadi
G. Mujtaba
Ngan Le
Gianfranco Doretto
Don Adjeroh
LM&MA
AI4MH
31
21
0
09 Jul 2023
Self-Consuming Generative Models Go MAD
Self-Consuming Generative Models Go MAD
Sina Alemohammad
Josue Casco-Rodriguez
Lorenzo Luzi
Ahmed Imtiaz Humayun
Hossein Babaei
Daniel LeJeune
Ali Siahkoohi
Richard G. Baraniuk
WIGM
21
141
0
04 Jul 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen
  LLMs
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
Lijun Yu
Yong Cheng
Zhiruo Wang
Vivek Kumar
Wolfgang Macherey
...
Yonatan Bisk
Ming Yang
Kevin Patrick Murphy
Alexander G. Hauptmann
Lu Jiang
MLLM
22
49
0
30 Jun 2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
Matt Le
Apoorv Vyas
Bowen Shi
Brian Karrer
Leda Sari
...
Mary Williamson
Vimal Manohar
Yossi Adi
Jay Mahadeokar
Wei-Ning Hsu
AuLLM
28
265
0
23 Jun 2023
Impacts and Risk of Generative AI Technology on Cyber Defense
Impacts and Risk of Generative AI Technology on Cyber Defense
Subash Neupane
Ivan A. Fernandez
Sudip Mittal
Shahram Rahimi
29
17
0
22 Jun 2023
AudioPaLM: A Large Language Model That Can Speak and Listen
AudioPaLM: A Large Language Model That Can Speak and Listen
Paul Kishan Rubenstein
Chulayuth Asawaroengchai
D. Nguyen
Ankur Bapna
Zalan Borsos
...
Neil Zeghidour
Yu Zhang
Zhishuai Zhang
Lukás Zilka
Christian Frank
LM&MA
AuLLM
VLM
39
264
0
22 Jun 2023
LM-VC: Zero-shot Voice Conversion via Speech Generation based on
  Language Models
LM-VC: Zero-shot Voice Conversion via Speech Generation based on Language Models
Zhichao Wang
Yuan-Jui Chen
Linfu Xie
Qiao Tian
Yuping Wang
72
30
0
18 Jun 2023
Text-Driven Foley Sound Generation With Latent Diffusion Model
Text-Driven Foley Sound Generation With Latent Diffusion Model
Yiitan Yuan
Haohe Liu
Xubo Liu
Xiyuan Kang
Peipei Wu
Mark D.Plumbley
Wenwu Wang
DiffM
41
10
0
17 Jun 2023
FALL-E: A Foley Sound Synthesis Model and Strategies
FALL-E: A Foley Sound Synthesis Model and Strategies
Minsung Kang
Sangshin Oh
Hyeongi Moon
Kyungyun Lee
Ben Sangbae Chon
25
4
0
16 Jun 2023
UniCATS: A Unified Context-Aware Text-to-Speech Framework with
  Contextual VQ-Diffusion and Vocoding
UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding
Chenpeng Du
Yiwei Guo
Feiyu Shen
Zhijun Liu
Zheng Liang
Xie Chen
Shuai Wang
Hui Zhang
K. Yu
DiffM
23
42
0
13 Jun 2023
High-Fidelity Audio Compression with Improved RVQGAN
High-Fidelity Audio Compression with Improved RVQGAN
Rithesh Kumar
Prem Seetharaman
Alejandro Luebs
I. Kumar
Kundan Kumar
56
288
0
11 Jun 2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for
  Speech Understanding
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding
Mingqiu Wang
Izhak Shafran
H. Soltau
Wei Han
Yuan Cao
Dian Yu
Laurent El Shafey
RALM
AuLLM
21
9
0
08 Jun 2023
Privately generating tabular data using language models
Privately generating tabular data using language models
Alexandre Sablayrolles
Yue Wang
Brian Karrer
LMTD
26
4
0
07 Jun 2023
Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive
  Bias
Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias
Ziyue Jiang
Yi Ren
Zhe Ye
Jinglin Liu
Chen Zhang
...
Rongjie Huang
Chunfeng Wang
Xiang Yin
Zejun Ma
Zhou Zhao
DiffM
32
73
0
06 Jun 2023
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