Jansen, Aren

Audio Set: An ontology and human-labeled dataset for audio events

Gemmeke, J. F., Ellis, D. P. W., Freedman, D., Jansen, A., Lawrence, W., Moore, R. C., Plakal, M., & Ritter, M. (2017) · 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Music and Audio ProcessingSpeech and Audio Processing

Cited by 3,134

Shared computational principles for language processing in humans and deep language models

Goldstein, A., Zada, Z., Buchnik, E., Schain, M., Price, A., Aubrey, B., Nastase, S. A., Feder, A., Emanuel, D., Cohen, A., et al. (2022) · Nature Neuroscience

Neurobiology of Language and BilingualismReading and Literacy Development

Cited by 447

Attention Bottlenecks for Multimodal Fusion

Nagrani, A., Yang, S., Arnab, A., Jansen, A., Schmid, C., & Sun, C. (2021) · arXiv

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 400

MusicLM: Generating Music From Text

Agostinelli, A., Denk, T. I., Borsos, Z., Engel, J., Verzetti, M., Caillon, A., Huang, Q., Jansen, A., Roberts, A., Tagliasacchi, M., et al. (2023) · arXiv

Music and Audio ProcessingMultimodal Machine Learning Applications

Cited by 183

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

Zhang, Y., Park, D. S., Han, W., Qin, J., Gulati, A., Shor, J., Jansen, A., Xu, Y., Huang, Y., Wang, S., et al. (2022) · IEEE Journal of Selected Topics in Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 161

MuLan: A Joint Embedding of Music Audio and Natural Language

Huang, Q., Jansen, A., Lee, J., Ganti, R., Li, J. Y., & Ellis, D. P. W. (2022) · arXiv

Music and Audio ProcessingMusic Technology and Sound Studies

Cited by 49

Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking

Fonseca, E., Hershey, S., Plakal, M., Ellis, D. P. W., Jansen, A., & Moore, R. C. (2020) · IEEE Signal Processing Letters

Music and Audio ProcessingSpeech Recognition and Synthesis

Cited by 26