Topic
Type
BODHI: Bharat Ontology for Disease & Healthcare Informatics

Introducing BODHI — an open clinical knowledge graph for grounding healthcare AI in verified, India-specific clinical data.

EkaCare Healthcare AI Knowledge GraphClinicalNLP
Parrotlet-A 2 Pro: The Most Performant Speech Recognition Model for Indian Healthcare

Releasing the gold standard for medical speech recognition in Indian healthcare.

EkaCare Healthcare AI ASRLLMEvaluation
Parrotlet-E & Eka IndicMTEB

Bridging India's multilingual healthcare gap with multilingual embeddings and benchmarks.

EkaCare Healthcare AI NLPMultilingualEvaluation
Introducing KARMA – OpenMedEvalKit

An open-source framework for evaluating medical AI systems.

EkaCare Healthcare AI EvaluationLLM
Beyond Traditional WER: Semantic WER for ASR

New evaluation metrics for speech recognition in healthcare contexts.

EkaCare Healthcare AI ASREvaluation
Parrotlet-V Lite (4B) – Vision LLM for Medical Records

Purpose-built vision LLM for parsing and extracting data from medical documents.

EkaCare Healthcare AI VisionLLM
Parrotlet-A EN (5B) – English Medical ASR LLM

Purpose-built LLM for English ASR in Indian healthcare settings.

EkaCare Healthcare AI ASRLLM
Advancing Healthcare AI Evaluation in India

EkaCare releases four evaluation datasets for medical AI systems.

EkaCare Healthcare AI EvaluationDatasets
Lab-Ready and Prescription-Perfect: Eka's Small LLMs vs. Industry Giants

Comparative analysis of specialized small models versus general-purpose AI for healthcare tasks.

EkaCare Healthcare AI LLMEvaluationClinical
Extracting Structured Information from Lab Reports

Challenges and learnings from extracting structured data from medical lab reports.

EkaCare Healthcare AI VisionNLPClinical
Leveraging Semantic Technologies in Healthcare

Ontology applications in medical contexts for knowledge representation.

EkaCare Healthcare AI NLPClinical
Annual Health Report – India 2022

EkaCare's annual data-driven health report for India.

EkaCare Healthcare AI DatasetsClinical
Saraga: Open Datasets for Research on Indian Art Music
MTG, UPF Music AI MIRDatasets Google Scholar ↗
Post-Pandemic Normalcy: NYC Noise Complaints

Time series analysis of NYC 311 noise complaint data to measure urban activity recovery post-COVID.

Synaptic Alternate Data Time SeriesUrban Data PDF unavailable
Classifying Glassdoor Reviews

NLP pipeline to classify and extract signal from Glassdoor employee reviews — identifying sentiment, topics, and leading indicators of company health.

Synaptic Alternate Data NLPText Classification PDF unavailable
Competitive Relationships Across Private Companies

Graph ML approach to mapping competitive dynamics among private companies using web and textual signals.

Synaptic Alternate Data Graph MLNLP PDF unavailable
Tracking US Electricity Demand

Real-time tracking and forecasting of US electricity demand as an alternate economic indicator.

Synaptic Alternate Data Time SeriesEnergy PDF unavailable
Computational Approaches for Melodic Description in Indian Art Music Corpora

Doctoral thesis on melody-centric computational models for Indian classical music — tonic identification, raga recognition, melodic similarity, and pattern discovery.

MTG, UPF Music AI MIRRagaSignal Processing GitHub ↗Datasets ↗Defense Video ↗
Time-delayed Melody Surfaces for Raga Recognition
MTG, UPF Music AI MIRRaga Google Scholar ↗
Data-driven Exploration of Melodic Structures in Hindustani Music
MTG, UPF Music AI MIRRaga Google Scholar ↗
Phrase-based Rāga Recognition Using Vector Space Modelling
MTG, UPF Music AI MIRRaga Google Scholar ↗
Discovering Rāga Motifs by Characterizing Communities in Networks of Melodic Patterns
MTG, UPF Music AI MIRRaga Google Scholar ↗
An Evaluation of Methodologies for Melodic Similarity in Audio Recordings of Indian Art Music
MTG, UPF Music AI MIREvaluation Google Scholar ↗
Improving Melodic Similarity in Indian Art Music Using Culture-specific Melodic Characteristics
MTG, UPF Music AI MIRRaga Google Scholar ↗
Mining Melodic Patterns in Large Audio Collections of Indian Art Music
MTG, UPF Music AI MIRRaga Google Scholar ↗
Landmark Detection in Hindustani Music Melodies
MTG, UPF Music AI MIRSignal Processing Google Scholar ↗
Corpora for Music Information Research in Indian Art Music
MTG, UPF Music AI MIRDatasets Google Scholar ↗
Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation
MTG, UPF Music AI MIRSignal Processing Google Scholar ↗
Essentia: An Audio Analysis Library for Music Information Retrieval
MTG, UPF Music AI MIRAudio
Essentia: An Open-source Library for Sound and Music Analysis
MTG, UPF Music AI MIRAudio Google Scholar ↗
Score Informed Tonic Identification for Makam Music of Turkey
MTG, UPF Music AI MIRSignal Processing
A Tonic Identification Approach for Indian Art Music

Master's thesis on automated tonic identification for Indian classical music using signal processing and machine learning.

MTG, UPF Music AI MIRSignal Processing Google Scholar ↗
Rāga Recognition based on Pitch Distribution Methods
MTG, UPF Music AI MIRRaga
A Two-stage Approach for Tonic Identification in Indian Art Music
MTG, UPF Music AI MIRSignal Processing
Meter Detection from Audio for Indian Music
MTG, UPF Music AI MIRSignal Processing
A Multipitch Approach to Tonic Identification in Indian Classical Music
MTG, UPF Music AI MIRSignal Processing
A Musically Aware System for Browsing and Interacting with Audio Music Collections
MTG, UPF Music AI MIRWeb
A Survey of Rāga Recognition Techniques and Improvements to the State-of-the-Art
MTG, UPF Music AI MIRRaga PDF unavailable
Automatic Genre Classification of North Indian Devotional Music
MTG, UPF Music AI MIRSignal Processing Google Scholar ↗
Rhythm Pattern Representations for Tempo Detection in Music
IIT Bombay Music AI MIRSignal Processing Google Scholar ↗