DSFlow: Dual Supervision and Step-Aware Architecture for One-Step Flow Matching Speech Synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Bin, Yang, Peng, Yan, Chao, Liu, Xiaochen, Wang, Wei, Wu, Boyong, Tan, Pengfei, Yang, Xuerui |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MeanFlowSE: One-Step Generative Speech Enhancement via MeanFlow
by: Zhu, Yike, et al.
Published: (2025)
by: Zhu, Yike, et al.
Published: (2025)
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling
by: Zheng, Qixi, et al.
Published: (2025)
by: Zheng, Qixi, et al.
Published: (2025)
Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement
by: Yang, Gang, et al.
Published: (2025)
by: Yang, Gang, et al.
Published: (2025)
Step-Audio-EditX Technical Report
by: Yan, Chao, et al.
Published: (2025)
by: Yan, Chao, et al.
Published: (2025)
Context-Aware Two-Step Training Scheme for Domain Invariant Speech Separation
by: Wang, Wupeng, et al.
Published: (2025)
by: Wang, Wupeng, et al.
Published: (2025)
Schrödinger Bridge Mamba for One-Step Speech Enhancement
by: Yang, Jing, et al.
Published: (2025)
by: Yang, Jing, et al.
Published: (2025)
Multi-Step Prediction and Control of Hierarchical Emotion Distribution in Text-to-Speech Synthesis
by: Inoue, Sho, et al.
Published: (2025)
by: Inoue, Sho, et al.
Published: (2025)
VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis
by: Jung, Jaemin, et al.
Published: (2024)
by: Jung, Jaemin, et al.
Published: (2024)
DialoSpeech: Dual-Speaker Dialogue Generation with LLM and Flow Matching
by: Xie, Hanke, et al.
Published: (2025)
by: Xie, Hanke, et al.
Published: (2025)
Latent-Level Enhancement with Flow Matching for Robust Automatic Speech Recognition
by: Yang, Da-Hee, et al.
Published: (2026)
by: Yang, Da-Hee, et al.
Published: (2026)
Shallow Flow Matching for Coarse-to-Fine Text-to-Speech Synthesis
by: Yang, Dong, et al.
Published: (2025)
by: Yang, Dong, et al.
Published: (2025)
EffectiveASR: A Single-Step Non-Autoregressive Mandarin Speech Recognition Architecture with High Accuracy and Inference Speed
by: Zhuang, Ziyang, et al.
Published: (2024)
by: Zhuang, Ziyang, et al.
Published: (2024)
DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
Transferable speech-to-text large language model alignment module
by: Wu, Boyong, et al.
Published: (2024)
by: Wu, Boyong, et al.
Published: (2024)
DAIEN-TTS: Disentangled Audio Infilling for Environment-Aware Text-to-Speech Synthesis
by: Lu, Ye-Xin, et al.
Published: (2025)
by: Lu, Ye-Xin, et al.
Published: (2025)
FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching
by: Wang, Hui, et al.
Published: (2025)
by: Wang, Hui, et al.
Published: (2025)
OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching
by: Huynh-Nguyen, Hieu-Nghia, et al.
Published: (2025)
by: Huynh-Nguyen, Hieu-Nghia, et al.
Published: (2025)
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding
by: Lin, Zijian, et al.
Published: (2025)
by: Lin, Zijian, et al.
Published: (2025)
ACE-Step: A Step Towards Music Generation Foundation Model
by: Gong, Junmin, et al.
Published: (2025)
by: Gong, Junmin, et al.
Published: (2025)
Fast Text-to-Audio Generation with One-Step Sampling via Energy-Scoring and Auxiliary Contextual Representation Distillation
by: Huang, Kuan-Po, et al.
Published: (2026)
by: Huang, Kuan-Po, et al.
Published: (2026)
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching
by: Jung, Chaeyoung, et al.
Published: (2024)
by: Jung, Chaeyoung, et al.
Published: (2024)
VoxMed: One-Step Respiratory Disease Classifier using Digital Stethoscope Sounds
by: Mundra, Paridhi, et al.
Published: (2024)
by: Mundra, Paridhi, et al.
Published: (2024)
ZipVoice: Fast and High-Quality Zero-Shot Text-to-Speech with Flow Matching
by: Zhu, Han, et al.
Published: (2025)
by: Zhu, Han, et al.
Published: (2025)
FlowW2N: Whispered-to-Normal Speech Conversion via Flow-Matching
by: Ritter-Gutierrez, Fabian, et al.
Published: (2026)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2026)
Step-Audio 2 Technical Report
by: Wu, Boyong, et al.
Published: (2025)
by: Wu, Boyong, et al.
Published: (2025)
AmbER$^2$: Dual Ambiguity-Aware Emotion Recognition Applied to Speech and Text
by: Wu, Jingyao, et al.
Published: (2026)
by: Wu, Jingyao, et al.
Published: (2026)
VoiceRestore: Flow-Matching Transformers for Speech Recording Quality Restoration
by: Kirdey, Stanislav
Published: (2025)
by: Kirdey, Stanislav
Published: (2025)
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024)
by: Tao, Dehua, et al.
Published: (2024)
DS-Codec: Dual-Stage Training with Mirror-to-NonMirror Architecture Switching for Speech Codec
by: Chen, Peijie, et al.
Published: (2025)
by: Chen, Peijie, et al.
Published: (2025)
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
StreamFlow: Streaming Flow Matching with Block-wise Guided Attention Mask for Speech Token Decoding
by: Guo, Dake, et al.
Published: (2025)
by: Guo, Dake, et al.
Published: (2025)
Investigating Effective Speaker Property Privacy Protection in Federated Learning for Speech Emotion Recognition
by: Tan, Chao, et al.
Published: (2024)
by: Tan, Chao, et al.
Published: (2024)
DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models
by: Wang, Yuanyuan, et al.
Published: (2025)
by: Wang, Yuanyuan, et al.
Published: (2025)
Long-Context Speech Synthesis with Context-Aware Memory
by: Li, Zhipeng, et al.
Published: (2025)
by: Li, Zhipeng, et al.
Published: (2025)
RobustSpeechFlow: Learning Robust Text-to-Speech Trajectories via Augmentation-based Contrastive Flow Matching
by: Yang, Jinhyeok, et al.
Published: (2026)
by: Yang, Jinhyeok, et al.
Published: (2026)
DrawSpeech: Expressive Speech Synthesis Using Prosodic Sketches as Control Conditions
by: Chen, Weidong, et al.
Published: (2025)
by: Chen, Weidong, et al.
Published: (2025)
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
by: Chen, Yushen, et al.
Published: (2024)
by: Chen, Yushen, et al.
Published: (2024)
EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
by: Yang, Yiqing, et al.
Published: (2025)
by: Yang, Yiqing, et al.
Published: (2025)
Low-Latency Neural Speech Phase Prediction based on Parallel Estimation Architecture and Anti-Wrapping Losses for Speech Generation Tasks
by: Ai, Yang, et al.
Published: (2024)
by: Ai, Yang, et al.
Published: (2024)
FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow Matching
by: Yun, Jun-Hak, et al.
Published: (2025)
by: Yun, Jun-Hak, et al.
Published: (2025)
Similar Items
-
MeanFlowSE: One-Step Generative Speech Enhancement via MeanFlow
by: Zhu, Yike, et al.
Published: (2025) -
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling
by: Zheng, Qixi, et al.
Published: (2025) -
Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement
by: Yang, Gang, et al.
Published: (2025) -
Step-Audio-EditX Technical Report
by: Yan, Chao, et al.
Published: (2025) -
Context-Aware Two-Step Training Scheme for Domain Invariant Speech Separation
by: Wang, Wupeng, et al.
Published: (2025)