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Search the curated corpus with lexical retrieval first.

Title + abstract lexical searchDeterministic ordering

Search v1 is intentionally narrow: lexical retrieval over titles and abstracts, plus practical filters for narrowing the current corpus. Semantic assist can come later, but it is not part of Search v1's scope.

Total matches

14

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1-14

Core papers shown

9

Rows with topics

9

Search v1 scope: dedicated lexical search, practical filters, and clean handoff into dossier and ranking views. When ranking family filtering is active, the API resolves and returns one explicit run context.

What Search v1 supports

  • Lexical retrieval over title + abstract.
  • Filters for year, scope, venue/source, topic label, and ranking family filter.
  • Stable ordering: lexical rank, then year, citations, and work id.
  • Run metadata appears only when the search depended on ranking state.

Topic labels are imported metadata and can be noisy; use them as coarse navigation hints, not authoritative classifications.

Workflow map

How search moves through Research Radar

01

Find the right candidate set

Start with lexical retrieval and narrow with year, venue, topic, and scope filters until the candidate set is focused enough to inspect.

02

Inspect the dossier

Open the paper dossier to review abstract, metadata, ranking presence, and adjacent papers without losing the corpus framing.

03

Move into signals

Use Recommended and Evaluation to understand why a result matters now and how it sits inside the exact resolved ranking run when family filtering is active.

Lexical results

Results for “beat tracking”

Order: lexical_rank desc, year desc, citation_count desc, work_id ascTotal matches: 14

Resolved filters: scope all_included

  • 2024 | cites: 2 | Transactions of the International Society for Music Information Retrieval

    corematched: title, abstract

    Identifying beat positions in music recordings, a central task in Music Information Retrieval (MIR), is commonly referred to as beat tracking. Typically, this involves computing an activation function to reveal frame-wise beat likelihood a...

    • [[Beat]] [[Tracking]] System
    • Retrieval (MIR), is commonly referred to as [[beat]] [[tracking]]. Typically, this involves computing an activation function...this article, we introduce a real-time [[beat]] [[tracking]] system based on the predominant local pulse
    Music and Audio ProcessingSpeech and Audio ProcessingMusic Technology and Sound Studies
  • 2016 | cites: 9 | Journal of the Audio Engineering Society

    corematched: title, abstract

    The localization of beat instants is often based on some low-level rhythmic feature extracted from the audio signal (usually an onset detection function), as well as the tempo path that is estimated from it. Going from such descriptors to...

    • Multipath [[Beat]] [[Tracking]]
    • focus on this latter stage of [[beat]] [[tracking]] and propose a novel strategy based...though relying on different rhythmic descriptors and [[beat]]-[[tracking]] strategies, in order to offer a more
    Speech and Audio ProcessingAdvanced Adaptive Filtering Techniques
  • 2025 | cites: 0 | Transactions of the International Society for Music Information Retrieval

    corematched: title, abstract

    Within music information retrieval (MIR) research, numerous beat‑tracking systems have been developed, targeting either audio recordings or symbolic representations such as MIDI files. However, the differences between these approaches, the...

    • [[Beat]] [[Tracking]]: A Case
    • Within music information retrieval (MIR) research, numerous [[beat]]‑[[tracking]] systems have been developed, targeting either audio...valuable insights into the performance of existing [[beat]]‑[[tracking]] models
    Music and Audio ProcessingMusic Technology and Sound StudiesMusicology and Musical Analysis
  • 2024 | cites: 2 | Transactions of the International Society for Music Information Retrieval

    corematched: title, abstract

    Training state-of-the-art beat tracking models usually requires large amounts of annotated data. It is widely known that data annotation is a time-consuming process and generally involves expert knowledge in the context of MIR. This can be...

    • [[Beat]] [[Tracking]] of Latin
    • Training state-of-the-art [[beat]] [[tracking]] models usually requires large amounts of annotated data...training a [[beat]] tracker. We extract a rhythmic feature from each [[track]] and apply selection methods
    Music and Audio ProcessingSpeech and Audio ProcessingMusic Technology and Sound Studies
  • 2021 | cites: 4 | Transactions of the International Society for Music Information Retrieval

    corematched: abstract

    Bambuco, one of the national rhythms of Colombia, is characterized by the presence of sesquialtera or the superposition of rhythmic elements from a simple and a compound meter. In this work, we analyze bambucos from three perspectives. Fir...

    • onset detection functions used for [[beat]] [[tracking]] indicates that there is enough information on the signal...metric behavior of bambuco. Our [[beat]] [[tracking]] analysis on bass [[tracks]] as well as our analysis
    Music and Audio ProcessingSpeech and Audio ProcessingMusic Technology and Sound Studies
  • 2024 | cites: 0 | Transactions of the International Society for Music Information Retrieval

    corematched: abstract

    This paper presents a comprehensive study on real‑time music rhythm analysis, covering joint beat and downbeat tracking for diverse kinds of music signals. We introduce BeatNet+, a two‑stage approach to real‑time rhythm analysis built on a...

    • time music rhythm analysis, covering joint [[beat]] and downbeat [[tracking]] for diverse kinds of music signals...results show that BeatNet+ achieves superior [[beat]] [[tracking]] and downbeat [[tracking]] F1 scores for generic music
    Music and Audio ProcessingMusic Technology and Sound StudiesNeuroscience and Music Perception
  • 2021 | cites: 8 | Journal of the Audio Engineering Society

    corematched: abstract

    The increasing attention toward interactions at a distance and the improvement of digital communications networks have steadily increased the interest toward Networked Music Performance both regarding entertainment and education. Unfortuna...

    • tempo of the musicians through a [[beat]] [[tracking]] technique. We present a series of preliminary experiments
    Music Technology and Sound StudiesMusic and Audio Processing
  • 2026 | cites: 0 | unknown venue

    includedmatched: abstract

    Contemporary Music Information Retrieval (MIR) and Natural Language Processing (NLP) systems are increasingly applied to diverse musical traditions, yet they are largely grounded in Western musical and linguistic assumptions. This study ex...

    • audits. The results reveal systematic representational failures: [[beat]] [[tracking]] showed lower median IOI coefficient of variation...higher in Maskandi (0.34 vs. 0.16), on-[[beat]] energy ratios differed substantially
  • 2026 | cites: 0 | Transactions of the International Society for Music Information Retrieval

    corematched: abstract

    The Real World Computing (RWC) Music Database has been a cornerstone of Music Information Retrieval (MIR) research for over two decades, offering high‑quality recordings across multiple genres, including popular, classical, and jazz music....

    • valuable resource for music structure analysis, [[beat]] [[tracking]], chord recognition, automatic transcription, and music synchronization. Originally
    Music and Audio ProcessingMusic Technology and Sound StudiesDiverse Musicological Studies
  • 2025 | cites: 0 | unknown venue

    includedmatched: abstract

    Contrastive learning and equivariant learning are effective methods for self-supervised learning (SSL) for audio content analysis. Yet, their application to music information retrieval (MIR) faces a dilemma: the former is more effective on...

    • outperforms MERT on all tasks except for [[beat]] [[tracking]]; achieving this with 18x fewer parameters thanks
  • 2023 | cites: 6 | Transactions of the International Society for Music Information Retrieval

    corematched: abstract

    The piano concerto is a genre of central importance in Western classical music, often consisting of a virtuoso solo part for piano and an orchestral accompaniment. In this article, we introduce the Piano Concerto Dataset (PCD), which compr...

    • accuracy, we used additional click [[tracks]] generated with measure and [[beat]] annotations of the orchestral [[tracks]]
    Music and Audio ProcessingSpeech and Audio ProcessingMusic Technology and Sound Studies
  • 2025 | cites: 1 | unknown venue

    includedmatched: abstract

    This study examines how musical expertise, tempo, and beat division influence synchronization accuracy and regularity in two movement tasks: finger tapping (discrete movements) and arm swing (continuous movements). Using a markerless motio...

    • particularly in finger tapping tasks. Furthermore, simpler [[beat]] structures (binary rhythms) and moderate tempos facilitate better...demonstrate the value of AI-based motion [[tracking]] for scalable rhythm analysis
  • 2026 | cites: 0 | unknown venue

    includedmatched: abstract

    Computational musicology and music information retrieval research on Korean Pansori requires reliable analysis of vocal energy and tempo variation across rhythmic patterns known as jangdan. In this work, a jangdan is treated as a downbeat...

    • rhythm-pattern-aware downbeat (i.e., jangdan) [[tracking]] framework based on offline and online Temporal Convolutional Networks...energy and tempo variation. An A-weighted, [[beat]]-level vocal energy labeling method reveals characteristic energy
  • 2026 | cites: 0 | unknown venue

    includedmatched: abstract

    Tabla is a pounding instrument in Hindustani classical music tradition. Tabla learning and presentation in the Indian landmass is based on stylistic schools called Gharana. Each Gharana is attributed by its main style of playing skills, ac...

    • style of playing skills, act of Tabla [[beats]], repertoire, compositions and improvisations. Recognizing the Gharana from...Hindustani music as it keeps [[track]] of rhythm. It is not used only an accompaniment