LALM
Datasets
All datasets matching “LALM”MIA_LALM
MIA_LALM
Audio datasets for Membership Inference Attacks against Large Audio Language
Models (arXiv,
code).
The audio is distributed as one zstd-compressed tar per dataset family. A few
large archives download far faster than ~90k individual WAV files (no per-file
overhead, no HTTP 429), and each extracts to the exact layout the attack runners
expect.
Download
With the code repository cloned,
download each family into MIA_on_dataset/data/ and extract it there —… See the full description on the dataset page: https://huggingface.co/datasets/Snooow1029/MIA_LALM.cosyvoice-instructlalm-judge-validation-full-duplex
LALM Judge Validation on Full-Duplex Voice Agents
Companion dataset for the paper A Reliability Assessment of
LALM Audio Judges for Full-Duplex Voice Agents.
This repository contains the anonymised ratings, adversarial-defect
recall tables, JSON schemas, and analysis scripts used to produce
every headline number, table, and figure in that paper.
Summary
209 rated stereo sessions: 152 full-duplex agent-client
conversations across 13 accent-and-condition strata… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/lalm-judge-validation-full-duplex.cosyvoice-clone
LALM Emotional Vulnerability Dataset
Overview
This dataset contains synthesized malicious speech instructions across multiple emotions and intensity levels to evaluate the safety responsiveness of Large Audio-Language Models (LALMs). The dataset aims to examine how speaker emotion and intensity influence the safety and robustness of AI responses.
Dataset Composition
Total samples: 8,320
Emotion categories:
Neutral: 520 samples
Angry: 1560 samples… See the full description on the dataset page: https://huggingface.co/datasets/LALM-emotional-vulnerability/cosyvoice-clone.cosyvoice-clonetemporal-lalm
Temporal LALM: Relative Temporal Audio MCQA
Multiple-choice questions probing relative temporal reasoning over audio:
identifying which sound event starts earliest, ends latest, or has the longest
duration within a clip. Built on the TACOS
audio collection.
Tasks
task
question
#MCQs
earliest_start
Which sound event starts earliest?
528
latest_end
Which sound event ends latest?
499
longest_duration
Which sound event has the longest duration?
630… See the full description on the dataset page: https://huggingface.co/datasets/gamma-lab-umd/temporal-lalm.