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Research

Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Isolated Word Recognitionspeech audio62Jun 19, 2026
Audio Fingerprintingspeech audio61Mar 26, 2026
Perceptual Speech Quality Assessmentspeech audio61Feb 21, 2026
Audio compressionspeech audio66Jun 11, 2026
Audio Denoisingspeech audio63Jun 23, 2026
Speech Function Callingspeech audioagents tool use51Feb 19, 2026
Music Taggingspeech audio52Jun 25, 2026
Authenticity Classificationspeech audio51Feb 21, 2026
Long speech understanding and reasoningspeech audiollm chat instruction51Feb 27, 2026
Binary classification (Human vs Machine speech)speech audionlp51Mar 4, 2026
Multi-channel Speech Separationspeech audio52Jun 9, 2026
SASVspeech audio51Feb 21, 2026
Audio Quality Evaluationspeech audio54May 26, 2026
Phoneme Classificationspeech audio52Apr 7, 2026
Speech Intelligibility Assessmentspeech audio52Feb 25, 2026
Spoken Language Modelingspeech audionlp55Apr 28, 2026
Speech Decodingspeech audio53Mar 4, 2026
Packet Loss Concealmentspeech audio53Jul 3, 2026
Medical Audio Analysisspeech audiobio medical51Mar 4, 2026
Spoof detectionspeech audio54Jul 7, 2026
Audiovisual Understanding & Reasoningmultimodalspeech audio+154Jun 18, 2026
Audio Inpaintingspeech audio52Jun 12, 2026
Noise Suppressionspeech audio52Feb 18, 2026
Vocodingspeech audio53Mar 10, 2026
Phone Feature Recognitionspeech audio52Feb 21, 2026