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Challenges and Opportunities of Generative Ai Models in Audio/Acoustic

https://doi.org/10.2139/ssrn.5404604
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inferredcites →https://doi.org/10.1007/978-3-031-97257-7_6openalex-snapshot
Multi-track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model
inferredcites →https://doi.org/10.1007/978-981-15-2756-2_8openalex-snapshot
MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Styles
inferredcites →https://doi.org/10.1007/978-981-16-9873-6_30openalex-snapshot
LSTM-RNN-Based Automatic Music Generation Algorithm
inferredcites →https://doi.org/10.1007/s00034-022-02178-1openalex-snapshot
Cycle GAN-Based Audio Source Separation Using Time–Frequency Masking
inferredcites →https://doi.org/10.1007/s00521-020-05424-2openalex-snapshot
Latent Timbre Synthesis
inferredcites →https://doi.org/10.1007/s10462-024-10897-xopenalex-snapshot
GAN based augmentation using a hybrid loss function for dermoscopy images
inferredcites →https://doi.org/10.1007/s12559-020-09817-2openalex-snapshot
SETransformer: Speech Enhancement Transformer
inferredcites →https://doi.org/10.1007/s42452-020-03715-wopenalex-snapshot
Music generation with variational recurrent autoencoder supported by history
inferredcites →https://doi.org/10.1016/j.eswa.2024.123640openalex-snapshot
Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model
inferredcites →https://doi.org/10.1016/j.eswa.2025.130059openalex-snapshot
BandCondiNet: Parallel transformers-based conditional popular music generation with multi-view features
inferredcites →https://doi.org/10.1016/j.iot.2023.101003openalex-snapshot
Implicit IoT authentication using on-phone ANN models and breathing data
inferredcites →https://doi.org/10.1016/j.jksuci.2024.102068openalex-snapshot
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
inferredcites →https://doi.org/10.1016/j.knosys.2023.111131openalex-snapshot
ITF-GAN: Synthetic time series dataset generation and manipulation by interpretable features
inferredcites →https://doi.org/10.1016/j.neucom.2025.129365openalex-snapshot
UP-Cycle-SENet: Unpaired phase-aware speech enhancement using deep complex cycle adversarial networks
inferredcites →https://doi.org/10.1038/s41598-025-98483-1openalex-snapshot
Industrial applications of large language models
inferredcites →https://doi.org/10.1049/cit2.12065openalex-snapshot
A transformer generative adversarial network for multi‐track music generation
inferredcites →https://doi.org/10.1088/1742-6596/1607/1/012046openalex-snapshot
Speech Synthesis of Children’s Reading Based on CycleGAN Model
inferredcites →https://doi.org/10.1109/access.2020.3029417openalex-snapshot
Improved Relativistic Cycle-Consistent GAN With Dilated Residual Network and Multi-Attention for Speech Enhancement
inferredcites →https://doi.org/10.1109/access.2021.3090445openalex-snapshot
Learning to Generate Steganographic Cover for Audio Steganography Using GAN
inferredcites →https://doi.org/10.1109/access.2021.3113829openalex-snapshot
Monophonic Music Generation With a Given Emotion Using Conditional Variational Autoencoder
inferredcites →https://doi.org/10.1109/access.2024.3414673openalex-snapshot
Real-Time Emotion-Based Piano Music Generation Using Generative Adversarial Network (GAN)
inferredcites →https://doi.org/10.1109/access.2025.3531798openalex-snapshot
Music Generation Using Deep Learning and Generative AI: A Systematic Review
inferredcites →https://doi.org/10.1109/access.2025.3563781openalex-snapshot
Audio-in-Image Steganography Using Analysis and Resynthesis Sound Spectrograph
inferredcites →https://doi.org/10.1109/access.2025.3572904openalex-snapshot
V2Coder: A Non-Autoregressive Vocoder Based on Hierarchical Variational Autoencoders
inferredcites →https://doi.org/10.1109/asru46091.2019.9003748openalex-snapshot
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-Gans
inferredcites →https://doi.org/10.1109/asru46091.2019.9003853openalex-snapshot
Speech-to-Speech Translation Between Untranscribed Unknown Languages
inferredcites →https://doi.org/10.1109/asru51503.2021.9688310openalex-snapshot
Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN
inferredcites →https://doi.org/10.1109/csf57540.2023.00027openalex-snapshot
SoK: Model Inversion Attack Landscape: Taxonomy, Challenges, and Future Roadmap
inferredcites →https://doi.org/10.1109/cvpr.2018.00374openalex-snapshot
Visual to Sound: Generating Natural Sound for Videos in the Wild
inferredcites →https://doi.org/10.1109/icassp.2018.8462685openalex-snapshot
Unsupervised Learning Approach to Feature Analysis for Automatic Speech Emotion Recognition
inferredcites →https://doi.org/10.1109/icassp.2019.8682897openalex-snapshot
Cyclegan-VC2: Improved Cyclegan-based Non-parallel Voice Conversion
inferredcites →https://doi.org/10.1109/icassp.2019.8683055openalex-snapshot
Cycle-GANs for Domain Adaptation of Acoustic Features for Speaker Recognition
inferredcites →https://doi.org/10.1109/icassp.2019.8683169openalex-snapshot
An Attention-based Neural Network Approach for Single Channel Speech Enhancement
inferredcites →https://doi.org/10.1109/icassp.2019.8683623openalex-snapshot
Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis
inferredcites →https://doi.org/10.1109/icassp39728.2021.9413479openalex-snapshot
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms
inferredcites →https://doi.org/10.1109/icassp39728.2021.9413740openalex-snapshot
TSTNN: Two-Stage Transformer Based Neural Network for Speech Enhancement in the Time Domain
inferredcites →https://doi.org/10.1109/icassp39728.2021.9414040openalex-snapshot
Speech Prediction in Silent Videos Using Variational Autoencoders
inferredcites →https://doi.org/10.1109/icassp39728.2021.9414053openalex-snapshot
Vset: A Multimodal Transformer for Visual Speech Enhancement
inferredcites →https://doi.org/10.1109/icassp39728.2021.9414097openalex-snapshot
Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement
inferredcites →https://doi.org/10.1109/icassp39728.2021.9414235openalex-snapshot
Self-Supervised VQ-VAE for One-Shot Music Style Transfer
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053678openalex-snapshot
Using Vaes and Normalizing Flows for One-Shot Text-To-Speech Synthesis of Expressive Speech
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053730openalex-snapshot
Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders
inferredcites →https://doi.org/10.1109/icassp40776.2020.9054181openalex-snapshot
Vapar Synth - A Variational Parametric Model for Audio Synthesis
inferredcites →https://doi.org/10.1109/icassp43922.2022.9746675openalex-snapshot
FRE-GAN 2: Fast and Efficient Frequency-Consistent Audio Synthesis
inferredcites →https://doi.org/10.1109/icassp43922.2022.9747267openalex-snapshot
Joint Magnitude Estimation and Phase Recovery Using Cycle-In-Cycle GAN for Non-Parallel Speech Enhancement
inferredcites →https://doi.org/10.1109/icassp48485.2024.10447219openalex-snapshot
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction
inferredcites →https://doi.org/10.1109/icassp49357.2023.10095637openalex-snapshot
Solving Audio Inverse Problems with a Diffusion Model
inferredcites →https://doi.org/10.1109/icassp49357.2023.10095889openalex-snapshot
CLAP Learning Audio Concepts from Natural Language Supervision
inferredcites →https://doi.org/10.1109/icassp49357.2023.10096023openalex-snapshot
I Hear Your True Colors: Image Guided Audio Generation
inferredcites →https://doi.org/10.1109/icassp49357.2023.10096760openalex-snapshot
Full-Band General Audio Synthesis with Score-Based Diffusion
inferredcites →https://doi.org/10.1109/icassp49660.2025.10888976openalex-snapshot
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis
inferredcites →https://doi.org/10.1109/icbsii65145.2025.11013379openalex-snapshot
MaskCycleGAN-based Whisper to Normal Speech Conversion
inferredcites →https://doi.org/10.1109/iccc47050.2019.9064433openalex-snapshot
Audio Noise Filter using Cycle Consistent Adversarial Network - CycleGAN ANF
inferredcites →https://doi.org/10.1109/iccsce54767.2022.9935581openalex-snapshot
Voice Conversion of Tagalog Synthesized Speech Using Cycle-Generative Adversarial Networks (Cycle-GAN)
inferredcites →https://doi.org/10.1109/iciem54221.2022.9853112openalex-snapshot
Automatic Music Generation: Comparing LSTM and GRU
inferredcites →https://doi.org/10.1109/icme46284.2020.9102870openalex-snapshot
Style-Conditioned Music Generation
inferredcites →https://doi.org/10.1109/icmew.2019.00069openalex-snapshot
Audio2Face: Generating Speech/Face Animation from Single Audio with Attention-Based Bidirectional LSTM Networks
inferredcites →https://doi.org/10.1109/icmla51294.2020.00199openalex-snapshot
Reducing Artifacts in GAN Audio Synthesis
inferredcites →https://doi.org/10.1109/icmlde49015.2019.00020openalex-snapshot
LSTM Based Music Generation
inferredcites →https://doi.org/10.1109/icses52305.2021.9633906openalex-snapshot
Music Generation for Novices Using Recurrent Neural Network (RNN)
inferredcites →https://doi.org/10.1109/icspcc50002.2020.9259482openalex-snapshot
A Weekly Supervised Speech Enhancement Strategy using Cycle-GAN
inferredcites →https://doi.org/10.1109/icspcc59353.2023.10400358openalex-snapshot
Cycle-Consistent Generative Adversarial Network Architectures for Audio Visual Speech Recognition
inferredcites →https://doi.org/10.1109/idicaiei61867.2024.10842669openalex-snapshot
Design of an Improved Model for Music Sequence Generation Using Conditional Variational Autoencoder and Conditional GAN
inferredcites →https://doi.org/10.1109/ihmsc.2019.00035openalex-snapshot
Jazz Music Generation Based on Grammar and LSTM
inferredcites →https://doi.org/10.1109/ijcnn52387.2021.9533493openalex-snapshot
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
inferredcites →https://doi.org/10.1109/iscait64916.2025.11010636openalex-snapshot
A Latent Diffusion Model for Heart Sound Synthesis
inferredcites →https://doi.org/10.1109/itnec.2019.8729266openalex-snapshot
An Emotional Symbolic Music Generation System based on LSTM Networks
inferredcites →https://doi.org/10.1109/jstars.2024.3356618openalex-snapshot
Multispectral Satellite Image Generation Using StyleGAN3
inferredcites →https://doi.org/10.1109/mc.2018.2381119openalex-snapshot
Breathing-Based Authentication on Resource-Constrained IoT Devices using Recurrent Neural Networks
inferredcites →https://doi.org/10.1109/mlsp52302.2021.9596082openalex-snapshot
Self-Attention for Audio Super-Resolution
inferredcites →https://doi.org/10.1109/mlsp52302.2021.9596430openalex-snapshot
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning
inferredcites →https://doi.org/10.1109/reepe60449.2024.10479884openalex-snapshot
Application of a Model Based on a Variational Autoencoder for Music Generation
inferredcites →https://doi.org/10.1109/taslp.2017.2746264openalex-snapshot
Effective Spectral and Excitation Modeling Techniques for LSTM-RNN-Based Speech Synthesis Systems
inferredcites →https://doi.org/10.1109/taslp.2018.2798811openalex-snapshot
Waveform Modeling and Generation Using Hierarchical Recurrent Neural Networks for Speech Bandwidth Extension
inferredcites →https://doi.org/10.1109/taslp.2019.2950099openalex-snapshot
A Vector Quantized Variational Autoencoder (VQ-VAE) Autoregressive Neural $F_0$ Model for Statistical Parametric Speech Synthesis
inferredcites →https://doi.org/10.1109/taslp.2020.3000593openalex-snapshot
Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders
inferredcites →https://doi.org/10.1109/taslp.2023.3270726openalex-snapshot
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE
inferredcites →https://doi.org/10.1109/taslp.2023.3285241openalex-snapshot
Speech Enhancement and Dereverberation With Diffusion-Based Generative Models
inferredcites →https://doi.org/10.1109/taslp.2023.3288409openalex-snapshot
AudioLM: A Language Modeling Approach to Audio Generation
inferredcites →https://doi.org/10.1109/taslp.2023.3290423openalex-snapshot
Unsupervised TTS Acoustic Modeling for TTS With Conditional Disentangled Sequential VAE
inferredcites →https://doi.org/10.1109/taslp.2023.3313413openalex-snapshot
DiCLET-TTS: Diffusion Model Based Cross-Lingual Emotion Transfer for Text-to-Speech — A Study Between English and Mandarin
inferredcites →https://doi.org/10.1109/taslp.2024.3376154openalex-snapshot
Dual-Channel Target Speaker Extraction Based on Conditional Variational Autoencoder and Directional Information
inferredcites →https://doi.org/10.1109/taslp.2024.3453598openalex-snapshot
Cross-Utterance Conditioned VAE for Speech Generation
inferredcites →https://doi.org/10.1109/taslpro.2025.3570942openalex-snapshot
HIFI-Stego: A High-Fidelity Embedding Audio Steganography Based on Audio Features Decoupling
inferredcites →https://doi.org/10.1109/tcsvt.2021.3079897openalex-snapshot
Towards an End-to-End Visual-to-Raw-Audio Generation With GAN
inferredcites →https://doi.org/10.1109/tdsc.2023.3269037openalex-snapshot
Bag of On-Phone ANNs to Secure IoT Objects Using Wearable and Smartphone Biometrics
inferredcites →https://doi.org/10.1109/tmm.2022.3161851openalex-snapshot
Theme Transformer: Symbolic Music Generation With Theme-Conditioned Transformer
inferredcites →https://doi.org/10.1109/tmm.2023.3276177openalex-snapshot
EmoMusicTV: Emotion-Conditioned Symbolic Music Generation With Hierarchical Transformer VAE
inferredcites →https://doi.org/10.1109/tnnls.2020.2990746openalex-snapshot
Learning Adversarial Transformer for Symbolic Music Generation
inferredcites →https://doi.org/10.1109/tpami.2025.3545047openalex-snapshot
Diffusion Models in Low-Level Vision: A Survey
inferredcites →https://doi.org/10.1109/wacv61041.2025.00217openalex-snapshot
Conditional GAN for Enhancing Diffusion Models in Efficient and Authentic Global Gesture Generation from Audios
inferredcites →https://doi.org/10.1109/waspaa52581.2021.9632757openalex-snapshot
VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding
inferredcites →https://doi.org/10.1111/cgf.14640openalex-snapshot
Voice2Face: Audio‐driven Facial and Tongue Rig Animations with cVAEs
inferredcites →https://doi.org/10.1145/3267851.3267878openalex-snapshot
Evaluation of Speech-to-Gesture Generation Using Bi-Directional LSTM Network
inferredcites →https://doi.org/10.1145/3394171.3413671openalex-snapshot
Pop Music Transformer
inferredcites →https://doi.org/10.1145/3474085.3475195openalex-snapshot
Video Background Music Generation with Controllable Music Transformer
inferredcites →https://doi.org/10.1145/3503161.3547854openalex-snapshot
SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation
inferredcites →https://doi.org/10.1145/3617680openalex-snapshot
A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models
inferredcites →https://doi.org/10.1155/2020/8478527openalex-snapshot
Emotional Video to Audio Transformation Using Deep Recurrent Neural Networks and a Neuro-Fuzzy System
inferredcites →https://doi.org/10.1186/s13634-020-00707-1openalex-snapshot
Speech enhancement by LSTM-based noise suppression followed by CNN-based speech restoration
inferredcites →https://doi.org/10.1250/ast.37.319openalex-snapshot
Long short-term memory recurrent-neural-network-based bandwidth extension for automatic speech recognition
inferredcites →https://doi.org/10.1609/aaai.v32i1.11312openalex-snapshot
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
inferredcites →https://doi.org/10.1609/aaai.v33i01.33016706openalex-snapshot
Neural Speech Synthesis with Transformer Network
inferredcites →https://doi.org/10.1609/aaai.v34i05.6337openalex-snapshot
RobuTrans: A Robust Transformer-Based Text-to-Speech Model
inferredcites →https://doi.org/10.1609/aaai.v35i1.16117openalex-snapshot
Symbolic Music Generation with Transformer-GANs
inferredcites →https://doi.org/10.1609/aaai.v37i11.26597openalex-snapshot
Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement
inferredcites →https://doi.org/10.1609/aaai.v37i4.25650openalex-snapshot
Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion
inferredcites →https://doi.org/10.1609/aaai.v39i12.33385openalex-snapshot
DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation
inferredcites →https://doi.org/10.1609/aaai.v39i23.34634openalex-snapshot
Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis
inferredcites →https://doi.org/10.1609/aiide.v16i1.7422openalex-snapshot
Game Level Clustering and Generation Using Gaussian Mixture VAEs
inferredcites →https://doi.org/10.18653/v1/2021.sustainlp-1.5openalex-snapshot
Memory-efficient Transformers via Top-k Attention
inferredcites →https://doi.org/10.21428/92fbeb44.fe9a0d82openalex-snapshot
Transformer Neural Networks for Automated Rhythm Generation
inferredcites →https://doi.org/10.21437/interspeech.2017-63openalex-snapshot
Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks
inferredcites →https://doi.org/10.21437/interspeech.2018-1113openalex-snapshot
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder
inferredcites →https://doi.org/10.21437/interspeech.2019-2293openalex-snapshot
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition
inferredcites →https://doi.org/10.21437/interspeech.2019-2561openalex-snapshot
Data Augmentation Using GANs for Speech Emotion Recognition
inferredcites →https://doi.org/10.21437/interspeech.2020-2280openalex-snapshot
CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-Spectrogram Conversion
inferredcites →https://doi.org/10.21437/interspeech.2020-2631openalex-snapshot
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression
inferredcites →https://doi.org/10.21437/interspeech.2021-36openalex-snapshot
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling
inferredcites →https://doi.org/10.21437/interspeech.2021-698openalex-snapshot
AST: Audio Spectrogram Transformer
inferredcites →https://doi.org/10.21437/interspeech.2022-45openalex-snapshot
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates
inferredcites →https://doi.org/10.21437/interspeech.2022-753openalex-snapshot
Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network
inferredcites →https://doi.org/10.21437/interspeech.2023-456openalex-snapshot
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks
inferredcites →https://doi.org/10.23919/dafx51585.2021.9768298openalex-snapshot
A Generative Model for Raw Audio Using Transformer Architectures
inferredcites →https://doi.org/10.23919/eusipco.2018.8553236openalex-snapshot
CycleGAN-VC: Non-parallel Voice Conversion Using Cycle-Consistent Adversarial Networks
inferredcites →https://doi.org/10.29040/ijcis.v5i1.208openalex-snapshot
Joint Enhancement of Historical News Video Quality Using Modified Conditional GANs: A Dual-Stream Approach for Video and Audio Restoration
inferredcites →https://doi.org/10.3390/app12010527openalex-snapshot
Data Augmentation for Audio-Visual Emotion Recognition with an Efficient Multimodal Conditional GAN
inferredcites →https://doi.org/10.3390/s22228874openalex-snapshot
Transformers for Urban Sound Classification—A Comprehensive Performance Evaluation
inferredcites →https://doi.org/10.3390/s23073457openalex-snapshot
Application of Variational AutoEncoder (VAE) Model and Image Processing Approaches in Game Design
inferredcites →https://doi.org/10.48550/arxiv.1602.07868openalex-snapshot
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1607.08022openalex-snapshot
Instance Normalization: The Missing Ingredient for Fast Stylization
inferredcites →https://doi.org/10.48550/arxiv.1609.03499openalex-snapshot
WaveNet: A Generative Model for Raw Audio
inferredcites →https://doi.org/10.48550/arxiv.1612.07837openalex-snapshot
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
inferredcites →https://doi.org/10.48550/arxiv.1802.05957openalex-snapshot
Spectral Normalization for Generative Adversarial Networks
inferredcites →https://doi.org/10.48550/arxiv.1809.07600openalex-snapshot
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer
inferredcites →https://doi.org/10.48550/arxiv.1902.08710openalex-snapshot
GANSynth: Adversarial Neural Audio Synthesis
inferredcites →https://doi.org/10.48550/arxiv.1905.09263openalex-snapshot
FastSpeech: Fast, Robust and Controllable Text to Speech
inferredcites →https://doi.org/10.48550/arxiv.1906.01083openalex-snapshot
MelNet: A Generative Model for Audio in the Frequency Domain
inferredcites →https://doi.org/10.48550/arxiv.1907.01164openalex-snapshot
Learning to Traverse Latent Spaces for Musical Score Inpainting
inferredcites →https://doi.org/10.48550/arxiv.1907.04986openalex-snapshot
Heard More Than Heard: An Audio Steganography Method Based on GAN
inferredcites →https://doi.org/10.48550/arxiv.1910.06711openalex-snapshot
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
inferredcites →https://doi.org/10.48550/arxiv.2004.03781openalex-snapshot
Emotional Voice Conversion With Cycle-consistent Adversarial Network
inferredcites →https://doi.org/10.48550/arxiv.2006.04558openalex-snapshot
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech
inferredcites →https://doi.org/10.48550/arxiv.2008.12073openalex-snapshot
DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks
inferredcites →https://doi.org/10.48550/arxiv.2010.05646openalex-snapshot
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
inferredcites →https://doi.org/10.48550/arxiv.2010.11362openalex-snapshot
NU-GAN: High resolution neural upsampling with GAN
inferredcites →https://doi.org/10.48550/arxiv.2102.06431openalex-snapshot
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
inferredcites →https://doi.org/10.48550/arxiv.2105.08399openalex-snapshot
Relative Positional Encoding for Transformers with Linear Complexity
inferredcites →https://doi.org/10.48550/arxiv.2107.13143openalex-snapshot
CycleGAN-based Non-parallel Speech Enhancement with an Adaptive Attention-in-attention Mechanism
inferredcites →https://doi.org/10.48550/arxiv.2110.06467openalex-snapshot
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement
inferredcites →https://doi.org/10.48550/arxiv.2202.09729openalex-snapshot
It's Raw! Audio Generation with State-Space Models
inferredcites →https://doi.org/10.48550/arxiv.2301.12503openalex-snapshot
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2301.12661openalex-snapshot
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
inferredcites →https://doi.org/10.48550/arxiv.2304.13731openalex-snapshot
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
inferredcites →https://doi.org/10.48550/arxiv.2402.00892openalex-snapshot
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks
inferredcites →https://doi.org/10.48550/arxiv.2404.10301openalex-snapshot
Long-form music generation with latent diffusion
inferredcites →https://doi.org/10.48550/arxiv.2408.08751openalex-snapshot
Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion
inferredcites →https://doi.org/10.48550/arxiv.2409.06190openalex-snapshot
Multi-Source Music Generation with Latent Diffusion
inferredcites →https://doi.org/10.48550/arxiv.2501.04359openalex-snapshot
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation
inferredcites →https://doi.org/10.52202/068431-1721openalex-snapshot
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
inferredcites →https://doi.org/10.52202/075280-3196openalex-snapshot
Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
inferredcites →https://doi.org/10.5281/zenodo.5624502openalex-snapshot
SpecTNT: a Time-Frequency Transformer for Music Audio
inferredcites →https://doi.org/10.5281/zenodo.6572846openalex-snapshot
Transformer and LSTM Models for Automatic Counterpoint Generation using Raw Audio
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