Should Top-Down Clustering Affect Boundaries in Unsupervised Word Discovery?
Fuente:
arXiv
Saved in:
| Main Authors: | Malan, Simon, van Niekerk, Benjamin, Kamper, Herman |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming
by: Malan, Simon, et al.
Published: (2024)
by: Malan, Simon, et al.
Published: (2024)
Unsupervised lexicon learning from speech is limited by representations rather than clustering
by: Slabbert, Danel, et al.
Published: (2025)
by: Slabbert, Danel, et al.
Published: (2025)
Revisiting speech segmentation and lexicon learning with better features
by: Kamper, Herman, et al.
Published: (2024)
by: Kamper, Herman, et al.
Published: (2024)
Translating speech with just images
by: Oneata, Dan, et al.
Published: (2024)
by: Oneata, Dan, et al.
Published: (2024)
Disentanglement in a GAN for Unconditional Speech Synthesis
by: Baas, Matthew, et al.
Published: (2023)
by: Baas, Matthew, et al.
Published: (2023)
Analyzing and Improving Speaker Similarity Assessment for Speech Synthesis
by: Carbonneau, Marc-André, et al.
Published: (2025)
by: Carbonneau, Marc-André, et al.
Published: (2025)
Interpreting Speaker Characteristics in the Dimensions of Self-Supervised Speech Features
by: van Rensburg, Kyle Janse, et al.
Published: (2026)
by: van Rensburg, Kyle Janse, et al.
Published: (2026)
ZeroSyl: Simple Zero-Resource Syllable Tokenization for Spoken Language Modeling
by: Visser, Nicol, et al.
Published: (2026)
by: Visser, Nicol, et al.
Published: (2026)
LinearVC: Linear transformations of self-supervised features through the lens of voice conversion
by: Kamper, Herman, et al.
Published: (2025)
by: Kamper, Herman, et al.
Published: (2025)
Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives
by: Jacobs, Christiaan, et al.
Published: (2025)
by: Jacobs, Christiaan, et al.
Published: (2025)
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units
by: Poli, Maxime, et al.
Published: (2026)
by: Poli, Maxime, et al.
Published: (2026)
Spoken-Term Discovery using Discrete Speech Units
by: van Niekerk, Benjamin, et al.
Published: (2024)
by: van Niekerk, Benjamin, et al.
Published: (2024)
Large Language Model Should Understand Pinyin for Chinese ASR Error Correction
by: Li, Yuang, et al.
Published: (2024)
by: Li, Yuang, et al.
Published: (2024)
SP-MCQA: Evaluating Intelligibility of TTS Beyond the Word Level
by: Tee, Hitomi Jin Ling, et al.
Published: (2025)
by: Tee, Hitomi Jin Ling, et al.
Published: (2025)
Word Level Timestamp Generation for Automatic Speech Recognition and Translation
by: Hu, Ke, et al.
Published: (2025)
by: Hu, Ke, et al.
Published: (2025)
Word-wise intonation model for cross-language TTS systems
by: A., Tomilov A., et al.
Published: (2024)
by: A., Tomilov A., et al.
Published: (2024)
Joint Learning of Wording and Formatting for Singable Melody-to-Lyric Generation
by: Ou, Longshen, et al.
Published: (2023)
by: Ou, Longshen, et al.
Published: (2023)
The Voice Behind the Words: Quantifying Intersectional Bias in SpeechLLMs
by: Satish, Shree Harsha Bokkahalli, et al.
Published: (2026)
by: Satish, Shree Harsha Bokkahalli, et al.
Published: (2026)
Towards Unsupervised Speech Recognition Without Pronunciation Models
by: Ni, Junrui, et al.
Published: (2024)
by: Ni, Junrui, et al.
Published: (2024)
Automatic Speech Recognition System-Independent Word Error Rate Estimation
by: Park, Chanho, et al.
Published: (2024)
by: Park, Chanho, et al.
Published: (2024)
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator
by: Sun, Guangzhi, et al.
Published: (2022)
by: Sun, Guangzhi, et al.
Published: (2022)
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
by: Ao, Junyi, et al.
Published: (2024)
by: Ao, Junyi, et al.
Published: (2024)
UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction
by: Guo, Jiaxin, et al.
Published: (2024)
by: Guo, Jiaxin, et al.
Published: (2024)
Spoken Language Modeling with Duration-Penalized Self-Supervised Units
by: Visser, Nicol, et al.
Published: (2025)
by: Visser, Nicol, et al.
Published: (2025)
LLM-based Generative Error Correction for Rare Words with Synthetic Data and Phonetic Context
by: Yamashita, Natsuo, et al.
Published: (2025)
by: Yamashita, Natsuo, et al.
Published: (2025)
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
by: Tsiamas, Ioannis, et al.
Published: (2024)
by: Tsiamas, Ioannis, et al.
Published: (2024)
Enhancing Large Language Model-based Speech Recognition by Contextualization for Rare and Ambiguous Words
by: Nozawa, Kento, et al.
Published: (2024)
by: Nozawa, Kento, et al.
Published: (2024)
Fast Word Error Rate Estimation Using Self-Supervised Representations for Speech and Text
by: Park, Chanho, et al.
Published: (2023)
by: Park, Chanho, et al.
Published: (2023)
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations
by: Meghanani, Amit, et al.
Published: (2024)
by: Meghanani, Amit, et al.
Published: (2024)
ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis
by: He, Xiangheng, et al.
Published: (2024)
by: He, Xiangheng, et al.
Published: (2024)
CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries
by: Munakata, Hokuto, et al.
Published: (2025)
by: Munakata, Hokuto, et al.
Published: (2025)
MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling
by: Cheng, Yifan, et al.
Published: (2025)
by: Cheng, Yifan, et al.
Published: (2025)
MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR
by: Damianos, Dimitrios, et al.
Published: (2025)
by: Damianos, Dimitrios, et al.
Published: (2025)
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition
by: Saliba, Alexandra, et al.
Published: (2024)
by: Saliba, Alexandra, et al.
Published: (2024)
Causal Structure Discovery for Error Diagnostics of Children's ASR
by: Singh, Vishwanath Pratap, et al.
Published: (2025)
by: Singh, Vishwanath Pratap, et al.
Published: (2025)
Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
by: Do, Cong-Thanh, et al.
Published: (2024)
by: Do, Cong-Thanh, et al.
Published: (2024)
Data-Driven Mispronunciation Pattern Discovery for Robust Speech Recognition
by: Choi, Anna Seo Gyeong, et al.
Published: (2025)
by: Choi, Anna Seo Gyeong, et al.
Published: (2025)
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
by: Dheram, Pranav, et al.
Published: (2022)
by: Dheram, Pranav, et al.
Published: (2022)
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
by: Huang, Hsiao-Ying, et al.
Published: (2025)
by: Huang, Hsiao-Ying, et al.
Published: (2025)
Similar Items
-
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming
by: Malan, Simon, et al.
Published: (2024) -
Unsupervised lexicon learning from speech is limited by representations rather than clustering
by: Slabbert, Danel, et al.
Published: (2025) -
Revisiting speech segmentation and lexicon learning with better features
by: Kamper, Herman, et al.
Published: (2024) -
Translating speech with just images
by: Oneata, Dan, et al.
Published: (2024) -
Disentanglement in a GAN for Unconditional Speech Synthesis
by: Baas, Matthew, et al.
Published: (2023)