Cover Image

DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Poli, Maxime, Khentout, Manel, Tandazo, Angelo Ortiz, Dunbar, Ewan, Chemla, Emmanuel, Dupoux, Emmanuel
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery
by: Tandazo, Angelo Ortiz, et al.
Published: (2025)

Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach
by: Poli, Maxime, et al.
Published: (2024)

fastabx: A library for efficient computation of ABX discriminability
by: Poli, Maxime, et al.
Published: (2025)

Simulating Articulatory Trajectories with Phonological Feature Interpolation
by: Tandazo, Angelo Ortiz, et al.
Published: (2024)

Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
by: Peurey, Loann, et al.
Published: (2025)

EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
by: de Seyssel, Maureen, et al.
Published: (2023)

BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings
by: Charlot, Théo, et al.
Published: (2025)

Spoken-Term Discovery using Discrete Speech Units
by: van Niekerk, Benjamin, et al.
Published: (2024)

SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
by: Poli, Maxime, et al.
Published: (2025)

Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training
by: Robertson, Sean, et al.
Published: (2023)

Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units
by: Poncelet, Jakob, et al.
Published: (2023)

Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)

Iterative refinement, not training objective, makes HuBERT behave differently from wav2vec 2.0
by: Huo, Robin, et al.
Published: (2025)

Estimating the Completeness of Discrete Speech Units
by: Yeh, Sung-Lin, et al.
Published: (2024)

Prosody Labeling with Phoneme-BERT and Speech Foundation Models
by: Koriyama, Tomoki
Published: (2025)

(SimPhon Speech Test): A Data-Driven Method for In Silico Design and Validation of a Phonetically Balanced Speech Test
by: Bleeck, Stefan
Published: (2025)

Phonemes vs. Projectors: An Investigation of Speech-Language Interfaces for LLM-based ASR
by: Li, Ziwei, et al.
Published: (2026)

ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024)

A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms
by: Monir, Nasser-Eddine, et al.
Published: (2024)

Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection
by: Salvi, Davide, et al.
Published: (2025)

The Interspeech 2024 Challenge on Speech Processing Using Discrete Units
by: Chang, Xuankai, et al.
Published: (2024)

Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier
by: Kunze, Tarek, et al.
Published: (2025)

An open-source voice type classifier for child-centered daylong recordings
by: Lavechin, Marvin, et al.
Published: (2020)

On-device Streaming Discrete Speech Units
by: Choi, Kwanghee, et al.
Published: (2025)

Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders
by: Monir, Nasser-Eddine, et al.
Published: (2025)

Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
by: Chen, Peikun, et al.
Published: (2024)

Speaker-Conditioned Phrase Break Prediction for Text-to-Speech with Phoneme-Level Pre-trained Language Model
by: Yang, Dong, et al.
Published: (2025)

Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer
by: Wang, Yongqi, et al.
Published: (2023)

UTDUSS: UTokyo-SaruLab System for Interspeech2024 Speech Processing Using Discrete Speech Unit Challenge
by: Nakata, Wataru, et al.
Published: (2024)

The Faetar Benchmark: Speech Recognition in a Very Under-Resourced Language
by: Ong, Michael, et al.
Published: (2024)

Efficient Extraction of Noise-Robust Discrete Units from Self-Supervised Speech Models
by: Poncelet, Jakob, et al.
Published: (2024)

Compact Speech Translation Models via Discrete Speech Units Pretraining
by: Lam, Tsz Kin, et al.
Published: (2024)

Crossmodal ASR Error Correction with Discrete Speech Units
by: Li, Yuanchao, et al.
Published: (2024)

The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge
by: Guo, Yiwei, et al.
Published: (2024)

Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice
by: Gupta, Shubham, et al.
Published: (2024)

DASB - Discrete Audio and Speech Benchmark
by: Mousavi, Pooneh, et al.
Published: (2024)

Speech Rhythm-Based Speaker Embeddings Extraction from Phonemes and Phoneme Duration for Multi-Speaker Speech Synthesis
by: Fujita, Kenichi, et al.
Published: (2024)

CASPER: A Large Scale Spontaneous Speech Dataset
by: Xiao, Cihan, et al.
Published: (2025)

Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition
by: Pritzen, Julia, et al.
Published: (2021)

Phonikud: Hebrew Grapheme-to-Phoneme Conversion for Real-Time Text-to-Speech
by: Kolani, Yakov, et al.
Published: (2025)