Addressing Index Collapse of Large-Codebook Speech Tokenizer with Dual-Decoding Product-Quantized Variational Auto-Encoder
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Haohan, Xie, Fenglong, Yang, Dongchao, Lu, Hui, Wu, Xixin, Meng, Helen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Speaking from Coarse to Fine: Improving Neural Codec Language Model via Multi-Scale Speech Coding and Generation
by: Guo, Haohan, et al.
Published: (2024)
by: Guo, Haohan, et al.
Published: (2024)
SoCodec: A Semantic-Ordered Multi-Stream Speech Codec for Efficient Language Model Based Text-to-Speech Synthesis
by: Guo, Haohan, et al.
Published: (2024)
by: Guo, Haohan, 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)
SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models
by: Yang, Dongchao, et al.
Published: (2024)
by: Yang, Dongchao, et al.
Published: (2024)
UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner
by: Yang, Dongchao, et al.
Published: (2024)
by: Yang, Dongchao, et al.
Published: (2024)
SimpleSpeech 2: Towards Simple and Efficient Text-to-Speech with Flow-based Scalar Latent Transformer Diffusion Models
by: Yang, Dongchao, et al.
Published: (2024)
by: Yang, Dongchao, et al.
Published: (2024)
UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment
by: Wang, Yuanyuan, et al.
Published: (2026)
by: Wang, Yuanyuan, et al.
Published: (2026)
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition
by: Xie, Xurong, et al.
Published: (2022)
by: Xie, Xurong, et al.
Published: (2022)
DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
by: Chen, Xueyuan, et al.
Published: (2025)
by: Chen, Xueyuan, et al.
Published: (2025)
A Comparative Study of Discrete Speech Tokens for Semantic-Related Tasks with Large Language Models
by: Wang, Dingdong, et al.
Published: (2024)
by: Wang, Dingdong, et al.
Published: (2024)
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
by: Wu, Wenxuan, et al.
Published: (2024)
by: Wu, Wenxuan, et al.
Published: (2024)
CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction
by: Chen, Xueyuan, et al.
Published: (2024)
by: Chen, Xueyuan, et al.
Published: (2024)
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions
by: Wang, Yuanyuan, et al.
Published: (2024)
by: Wang, Yuanyuan, et al.
Published: (2024)
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization
by: Wang, Yuejiao, et al.
Published: (2024)
by: Wang, Yuejiao, et al.
Published: (2024)
Cross-Speaker Encoding Network for Multi-Talker Speech Recognition
by: Kang, Jiawen, et al.
Published: (2024)
by: Kang, Jiawen, et al.
Published: (2024)
Autoregressive Speech Synthesis without Vector Quantization
by: Meng, Lingwei, et al.
Published: (2024)
by: Meng, Lingwei, et al.
Published: (2024)
AUV: Teaching Audio Universal Vector Quantization with Single Nested Codebook
by: Chen, Yushen, et al.
Published: (2025)
by: Chen, Yushen, et al.
Published: (2025)
UniSep: Universal Target Audio Separation with Language Models at Scale
by: Wang, Yuanyuan, et al.
Published: (2025)
by: Wang, Yuanyuan, et al.
Published: (2025)
Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction
by: Chen, Xueyuan, et al.
Published: (2024)
by: Chen, Xueyuan, et al.
Published: (2024)
Asymmetric Encoder-Decoder Based on Time-Frequency Correlation for Speech Separation
by: Shin, Ui-Hyeop, et al.
Published: (2026)
by: Shin, Ui-Hyeop, 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)
Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text
by: Xue, Hongfei, et al.
Published: (2024)
by: Xue, Hongfei, et al.
Published: (2024)
Speech-Aware Neural Diarization with Encoder-Decoder Attractor Guided by Attention Constraints
by: Lee, PeiYing, et al.
Published: (2024)
by: Lee, PeiYing, et al.
Published: (2024)
Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
by: Xie, Jingran, et al.
Published: (2025)
by: Xie, Jingran, et al.
Published: (2025)
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization
by: Chen, Wenxi, et al.
Published: (2025)
by: Chen, Wenxi, et al.
Published: (2025)
FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot
by: Xie, Kun, et al.
Published: (2025)
by: Xie, Kun, et al.
Published: (2025)
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)
FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration
by: Xu, Kai-Tuo, et al.
Published: (2025)
by: Xu, Kai-Tuo, et al.
Published: (2025)
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
by: Shan, Weiqiao, et al.
Published: (2025)
by: Shan, Weiqiao, et al.
Published: (2025)
UniAudio: An Audio Foundation Model Toward Universal Audio Generation
by: Yang, Dongchao, et al.
Published: (2023)
by: Yang, Dongchao, et al.
Published: (2023)
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech
by: Du, Chenpeng, et al.
Published: (2024)
by: Du, Chenpeng, et al.
Published: (2024)
MelTok: 2D Tokenization for Single-Codebook Audio Compression
by: Li, Jingyi, et al.
Published: (2025)
by: Li, Jingyi, et al.
Published: (2025)
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)
by: Kang, Jiawen, et al.
Published: (2024)
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System
by: Meng, Lingwei, et al.
Published: (2024)
by: Meng, Lingwei, et al.
Published: (2024)
ELEGANCE: Efficient LLM Guidance for Audio-Visual Target Speech Extraction
by: Wu, Wenxuan, et al.
Published: (2025)
by: Wu, Wenxuan, et al.
Published: (2025)
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts
by: Lei, Shun, et al.
Published: (2023)
by: Lei, Shun, et al.
Published: (2023)
Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
by: Wu, Wenxuan, et al.
Published: (2025)
by: Wu, Wenxuan, et al.
Published: (2025)
Acoustic BPE for Speech Generation with Discrete Tokens
by: Shen, Feiyu, et al.
Published: (2023)
by: Shen, Feiyu, et al.
Published: (2023)
Voice Conversion with Diverse Intonation using Conditional Variational Auto-Encoder
by: Suh, Soobin, et al.
Published: (2025)
by: Suh, Soobin, et al.
Published: (2025)
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection
by: Wang, Xiaopeng, et al.
Published: (2024)
by: Wang, Xiaopeng, et al.
Published: (2024)
Similar Items
-
Speaking from Coarse to Fine: Improving Neural Codec Language Model via Multi-Scale Speech Coding and Generation
by: Guo, Haohan, et al.
Published: (2024) -
SoCodec: A Semantic-Ordered Multi-Stream Speech Codec for Efficient Language Model Based Text-to-Speech Synthesis
by: Guo, Haohan, 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) -
SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models
by: Yang, Dongchao, et al.
Published: (2024) -
UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner
by: Yang, Dongchao, et al.
Published: (2024)