Cover Image

EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Seth, Ashish, Selvakumar, Ramaneswaran, Sakshi, S, Kumar, Sonal, Ghosh, Sreyan, Manocha, Dinesh
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Computation and Language Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
by: Seth, Ashish, et al.
Published: (2024)

Do Audio-Language Models Understand Linguistic Variations?
by: Selvakumar, Ramaneswaran, et al.
Published: (2024)

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
by: Sakshi, S, et al.
Published: (2024)

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
by: Ghosh, Sreyan, et al.
Published: (2023)

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2024)

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
by: Ghosh, Sreyan, et al.
Published: (2024)

RECAP: Retrieval-Augmented Audio Captioning
by: Ghosh, Sreyan, et al.
Published: (2023)

Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2025)

SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation
by: Kumar, Sonal, et al.
Published: (2024)

LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
by: Ghosh, Sreyan, et al.
Published: (2024)

Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
by: Ghosh, Sreyan, et al.
Published: (2024)

VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature
by: Du, Chenpeng, et al.
Published: (2022)

Refining Self-Supervised Learnt Speech Representation using Brain Activations
by: Li, Hengyu, et al.
Published: (2024)

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)

ProSE: Diffusion Priors for Speech Enhancement
by: Kumar, Sonal, et al.
Published: (2025)

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

Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
by: Shi, Jiatong, et al.
Published: (2023)

Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment
by: Stahl, Benjamin, et al.
Published: (2025)

Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning
by: Yang, Chao-Han Huck, et al.
Published: (2025)

Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Multi-Channel Conformer
by: Yang, Bing, et al.
Published: (2023)

A Large-Scale Probing Analysis of Speaker-Specific Attributes in Self-Supervised Speech Representations
by: Chiu, Aemon Yat Fei, et al.
Published: (2025)

Generic Speech Enhancement with Self-Supervised Representation Space Loss
by: Sato, Hiroshi, et al.
Published: (2025)

Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations
by: Li, Jialu, et al.
Published: (2024)

Listen through the Sound: Generative Speech Restoration Leveraging Acoustic Context Representation
by: Chung, Soo-Whan, et al.
Published: (2025)

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification
by: Anand, Nishit, et al.
Published: (2024)

Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
by: Hwang, Min-Jae, et al.
Published: (2024)

Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation
by: Lin, Jackie, et al.
Published: (2025)

Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)

GigaAM: Efficient Self-Supervised Learner for Speech Recognition
by: Kutsakov, Aleksandr, et al.
Published: (2025)

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
by: Goel, Arushi, et al.
Published: (2025)

Analysing the Masked predictive coding training criterion for pre-training a Speech Representation Model
by: Yadav, Hemant, et al.
Published: (2023)

Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification
by: Cai, Yiqiang, et al.
Published: (2024)

Fusion of Discrete Representations and Self-Augmented Representations for Multilingual Automatic Speech Recognition
by: Wang, Shih-heng, et al.
Published: (2024)

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch
by: Poncelet, Jakob, et al.
Published: (2021)

Towards Automatic Assessment of Self-Supervised Speech Models using Rank
by: Aldeneh, Zakaria, et al.
Published: (2024)

Evaluating Self-Supervised Speech Models via Text-Based LLMS
by: Maekaku, Takashi, et al.
Published: (2025)

Self-Supervised Speech Quality Assessment (S3QA): Leveraging Speech Foundation Models for a Scalable Speech Quality Metric
by: Ogg, Mattson, et al.
Published: (2025)

Acoustic BPE for Speech Generation with Discrete Tokens
by: Shen, Feiyu, et al.
Published: (2023)

Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion
by: Li, Ruiqi, et al.
Published: (2024)

Edit Content, Preserve Acoustics: Imperceptible Text-Based Speech Editing via Self-Consistency Rewards
by: Ren, Yong, et al.
Published: (2026)