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Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Respiratory sound 4-class classificationbio medicalspeech audio21Feb 18, 2026
Cued Speech-to-Speech Synthesisspeech audio21Mar 4, 2026
Voice Classificationspeech audio21Feb 24, 2026
Replacementspeech audio22Jun 16, 2026
4-class respiratory sound classificationspeech audio24Jun 11, 2026
Audio-Visual Generalized Zero-Shot Learningmultimodalspeech audio+122Feb 27, 2026
Text-audio retrievalretrieval search ragspeech audio+121Feb 22, 2026
Subjective Speech Evaluation Predictionspeech audio21Feb 22, 2026
Silent Speech Recognitionspeech audio22Feb 20, 2026
Unsupervised Sound Matchingspeech audio21Feb 21, 2026
TTS Quality Improvementspeech audio21Feb 22, 2026
Audio-driven Digital Human Generationspeech audioimage generation editing+121Feb 22, 2026
Speech(A)-To-Speech(AV) Translationspeech audionlp21Feb 18, 2026
Sound Event Separationspeech audio21Feb 21, 2026
Speech-Sound Event Separationspeech audio21Feb 21, 2026
Vocal Waveform Reconstructionspeech audio21Feb 21, 2026
Speech Activity Detectionspeech audio21Feb 21, 2026
Lyric Intelligibility Predictionspeech audionlp21Feb 21, 2026
Speech-driven talking face generationspeech audioimage generation editing21Mar 4, 2026
Named Entity Correctionnlpspeech audio21Feb 22, 2026
Punctuation and Capitalization Predictionspeech audionlp21Feb 21, 2026
Conversational Speech Transcriptionspeech audionlp21Feb 21, 2026
Speech-to-speech instruction-followingspeech audiollm chat instruction22Apr 21, 2026
Automatic Speech Translation (Ko2En)speech audionlp21Feb 21, 2026
Joint ASR and Diarizationspeech audio21Feb 21, 2026