1 citations · 3 across the 11 of their papers we have counts for
4 papers · 1 filter
Text2midi: Generating Symbolic Music from Captions
Keshav Bhandari, Abhinaba Roy, Kyra Wang +3
This paper introduces text2midi, an end-to-end model to generate MIDI files from textual descriptions. Leveraging the growing popularity of multimodal generative approaches, text2m…
MIRFLEX: Music Information Retrieval Feature Library for Extraction
Anuradha Chopra, Abhinaba Roy, Dorien Herremans
This paper introduces an extendable modular system that compiles a range of music feature extraction models to aid music information retrieval research. The features include musica…
Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction
Renhang Liu, Abhinaba Roy, Dorien Herremans
In this work, we present a novel method for music emotion recognition that leverages Large Language Model (LLM) embeddings for label alignment across multiple datasets and zero-sho…
MidiCaps: A large-scale MIDI dataset with text captions
Jan Melechovsky, Abhinaba Roy, Dorien Herremans
Generative models guided by text prompts are increasingly becoming more popular. However, no text-to-MIDI models currently exist due to the lack of a captioned MIDI dataset. This w…