{ "cells": [ { "cell_type": "markdown", "id": "46f9521c-5f18-4bc0-9659-880bc0777561", "metadata": {}, "source": [ "# Signal processing\n", "\n", "\n", "\n", "OpenSoundscape provides a set of signal processing tools developed in house. In this notebook we provide a comparison of two of these tools on a published bioacoustics dataset.\n", "\n", "* RIBBIT (Repeat-Interval Based Bioacoustic Identification Tool) is a tool for detecting vocalizations that have a repeating structure. This tool is useful for detecting vocalizations of frogs, toads, and other animals that produce vocalizations with a periodic structure. RIBBIT is also [available as an R package](https://github.com/kitzeslab/r-ribbit). \n", "\n", " Published here: [Automated detection of frog calls and choruses by pulse repetition rate](https://doi.org/10.1111/cobi.13718)\n", " \n", "* Continuous wavelet transform\n", "\n", " Published here: [Automated recognition of ruffed grouse drumming in field recordings](https://doi.org/10.1002/wsb.1395)\n", " \n", "\n", "## Run this tutorial\n", "\n", "This tutorial is more than a reference! It's a Jupyter Notebook which you can run and modify on Google Colab or your own computer.\n", "\n", "|Link to tutorial|How to run tutorial|\n", "| :- | :- |\n", "| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/kitzeslab/opensoundscape/blob/master/docs/tutorials/signal_processing.ipynb) | The link opens the tutorial in Google Colab. Uncomment the \"installation\" line in the first cell to install OpenSoundscape. |\n", "| [![Download via DownGit](https://img.shields.io/badge/GitHub-Download-teal?logo=github)](https://minhaskamal.github.io/DownGit/#/home?url=https://github.com/kitzeslab/opensoundscape/blob/master/docs/tutorials/signal_processing.ipynb) | The link downloads the tutorial file to your computer. Follow the [Jupyter installation instructions](https://opensoundscape.org/en/latest/installation/jupyter.html), then open the tutorial file in Jupyter. |" ] }, { "cell_type": "code", "execution_count": null, "id": "2fe76c01-c8cf-47fe-a6ab-3f1ac61e1c7c", "metadata": {}, "outputs": [], "source": [ "# if this is a Google Colab notebook, install opensoundscape in the runtime environment\n", "if 'google.colab' in str(get_ipython()):\n", " %pip install \"opensoundscape==0.12.1\" \"jupyter-client<8,>=5.3.4\" \"ipykernel==6.17.1\"" ] }, { "cell_type": "markdown", "id": "b039e9b7-bcd1-4dac-8fa5-249eae908477", "metadata": { "tags": [] }, "source": [ "## Setup \n", "\n", "### Import required packages" ] }, { "cell_type": "code", "execution_count": 1, "id": "c493ccd6-466d-4b2f-bec7-5d26118d9066", "metadata": {}, "outputs": [], "source": [ "# Data handling and plotting\n", "import pandas as pd\n", "pd.set_option('mode.chained_assignment', None)\n", "from pathlib import Path\n", "from sklearn.metrics import precision_score, recall_score\n", "\n", "# figures\n", "import IPython.display as ipd\n", "from matplotlib import pyplot as plt\n", "plt.rcParams['figure.figsize'] = [10,3] # spectrogram / figure size - adjust for your display\n", "%config InlineBackend.figure_format = 'retina'\n", "\n", "# Audio handling\n", "from opensoundscape.audio import Audio\n", "from opensoundscape.spectrogram import Spectrogram\n", "\n", "# Signal processing\n", "from opensoundscape.ribbit import ribbit\n", "from opensoundscape.signal_processing import detect_peak_sequence_cwt\n", "\n", "# ignore deprecation warnings\n", "import warnings\n", "warnings.filterwarnings('ignore', category=DeprecationWarning)" ] }, { "cell_type": "markdown", "id": "2558eee9-e644-4f92-8a00-e54cc9451f3f", "metadata": { "tags": [] }, "source": [ "### Download data\n", "\n", "We choose one particular bird species Northern Flicker (Colaptes auratus) that has a song conducive to analysis by the signal processing methods. \n", "\n", "Run the cells below to download the sample clips for this analysis: have already been provided been with the demo repository [demos-for-opso](https://github.com/kitzeslab/demos-for-opso) in the `data` folder." ] }, { "cell_type": "code", "execution_count": 2, "id": "9fbcf13a-1f72-40aa-adbb-12434844fc0f", "metadata": {}, "outputs": [], "source": [ "!mkdir signal_processing_examples\n", "!cd signal_processing_examples && curl 'https://raw.githubusercontent.com/kitzeslab/demos-for-opso/main/resources/04/nofl_keek_labels_df.csv' -sLo 'nofl_keek_labels_df.csv'\n", "!cd signal_processing_examples && curl 'https://raw.githubusercontent.com/kitzeslab/demos-for-opso/main/resources/04/nofl_keek_df.csv' -sLo 'nofl_keek_df.csv'\n", "!mkdir signal_processing_examples/clips\n", "!cd signal_processing_examples/clips && curl 'https://github.com/kitzeslab/demos-for-opso/raw/main/resources/04/clips/Recording_1_Segment_23.mp3' -sLo 'Recording_1_Segment_23.mp3'\n", "!cd signal_processing_examples/clips && curl 'https://github.com/kitzeslab/demos-for-opso/raw/main/resources/04/clips/Recording_1_Segment_29.mp3' -sLo 'Recording_1_Segment_29.mp3'\n", "!cd signal_processing_examples/clips && curl 'https://github.com/kitzeslab/demos-for-opso/raw/main/resources/04/clips/Recording_2_Segment_09.mp3' -sLo 'Recording_2_Segment_09.mp3'\n", "!cd signal_processing_examples/clips && curl 'https://github.com/kitzeslab/demos-for-opso/raw/main/resources/04/clips/Recording_4_Segment_21.mp3' -sLo 'Recording_4_Segment_21.mp3'\n", "!cd signal_processing_examples/clips && curl 'https://github.com/kitzeslab/demos-for-opso/raw/main/resources/04/clips/XC645833%20-%20Northern%20Flicker%20-%20Colaptes%20auratus.mp3' -sLo 'XC645833 - Northern Flicker - Colaptes auratus.mp3'" ] }, { "cell_type": "code", "execution_count": null, "id": "849022a5-e1cf-4e19-a643-c3578c594e11", "metadata": {}, "outputs": [], "source": [ "# set the data path\n", "data_path = \"./signal_processing_examples/\"" ] }, { "cell_type": "markdown", "id": "a77371d4-ecbf-439d-8086-66289b7dd743", "metadata": {}, "source": [ "Let us look at a particular type of song called 'keek' for this species which has a repeating sequence of shrill calls. The clip used to get a good idea of the song has been downloaded from [xeno-canto](https://xeno-canto.org), a website for sharing crowd-sourced recordings of wildlife sounds from all across the world.\n", "\n", "The particular clip `XC645833 - Northern Flicker - Colaptes auratus.mp3` is from Ted Floyd, XC645833. Accessible at www.xeno-canto.org/645833." ] }, { "cell_type": "code", "execution_count": null, "id": "196f4d31-6f4e-4fcc-8e45-70e64b035786", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/SML161/miniconda3/envs/opso_dev/lib/python3.9/site-packages/matplotlib_inline/config.py:68: DeprecationWarning: InlineBackend._figure_format_changed is deprecated in traitlets 4.1: use @observe and @unobserve instead.\n", " def _figure_format_changed(self, name, old, new):\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 298, "width": 868 } }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load audio file and display it\n", "nofl_keek_audio_xc = Audio.from_file(\n", " data_path + \"clips/XC645833 - Northern Flicker - Colaptes auratus.mp3\"\n", ")\n", "Spectrogram.from_audio(nofl_keek_audio_xc).bandpass(0, 10000).plot()\n", "nofl_keek_audio_xc # can also show this widget with .show_widget()" ] }, { "cell_type": "markdown", "id": "b34dab69-c6b0-4a7c-ba82-76d68cf2b9d0", "metadata": {}, "source": [ "\n", "For the analysis we utilize a bioacoustics dataset published by the Kitzes Lab, of Eastern North American birds, which comprises of 385 minutes of dawn chorus soundscapes for 48 species collected in the Northeastern United States at Powdermill Nature Reserve, Rector, Pennsylvania, USA through autonomous acoustic recorders between the months of April through July 2018. Each of the soundscape recording in this dataset is divided into five minutes long annotated segments. \n", "\n", "ref: [Chronister LM, Rhinehart TA, Place A, Kitzes J. An annotated set of audio recordings of Eastern North American birds containing frequency, time, and species information. Ecology. 2021 Jun;102(6):e03329. doi: 10.1002/ecy.3329. Epub 2021 May 11. PMID: 33705568.](https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/ecy.3329)\n", "\n", "We choose four of these annotated segments for our analysis since they are labeled to contain the most number of NOFL calls. The corresponding Raven annotations have been loaded and filtered using OpSo `annotations` and for the sake of this tutorial we have prepared a csv of the audio we'll be testing our signal processing methods on." ] }, { "cell_type": "code", "execution_count": 5, "id": "d8608db7-5496-4261-9a74-7f4afe5def71", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'./signal_processing_examples/'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_path" ] }, { "cell_type": "code", "execution_count": null, "id": "1527a10f-99b4-4ec5-86d4-6ae4d07e45af", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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audio_filestart_timeend_timelow_fhigh_fannotation
0./signal_processing_examples/clips/Recording_1...17.21917319.7502942482.63499.1keek
1./signal_processing_examples/clips/Recording_1...100.463319104.7156012595.33570.9keek
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" ], "text/plain": [ " audio_file start_time end_time \\\n", "0 ./signal_processing_examples/clips/Recording_1... 17.219173 19.750294 \n", "1 ./signal_processing_examples/clips/Recording_1... 100.463319 104.715601 \n", "\n", " low_f high_f annotation \n", "0 2482.6 3499.1 keek \n", "1 2595.3 3570.9 keek " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load annotations\n", "nofl_keek_df = pd.read_csv(data_path + \"nofl_keek_df.csv\")\n", "\n", "# corret the location of audio files to match where we saved them\n", "nofl_keek_df[\"audio_file\"] = [\n", " data_path + \"clips\" + f.split(\"/clips\")[-1] for f in nofl_keek_df[\"audio_file\"]\n", "]\n", "nofl_keek_df.head(2)" ] }, { "cell_type": "markdown", "id": "5834ceda-7d4f-47b6-b42c-ed0bff5ead17", "metadata": {}, "source": [ "Let's convert the annotations into 0/1 labels for each 10 second segment of audio\n", "\n", "We'll consider an annotation to be part of a 10 second clip if it overlaps with the clip by at least 1 second." ] }, { "cell_type": "code", "execution_count": null, "id": "21c75241-58d8-4991-a9a9-e6741c17f60c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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keek
filestart_timeend_time
./signal_processing_examples/clips/Recording_1_Segment_23.mp30.010.0False
10.020.0True
20.030.0False
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" ], "text/plain": [ " keek\n", "file start_time end_time \n", "./signal_processing_examples/clips/Recording_1_... 0.0 10.0 False\n", " 10.0 20.0 True\n", " 20.0 30.0 False\n", " 30.0 40.0 False\n", " 40.0 50.0 False" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from opensoundscape.annotations import BoxedAnnotations\n", "\n", "ba = BoxedAnnotations(df=nofl_keek_df, audio_files=nofl_keek_df[\"audio_file\"].values)\n", "labels_10s = ba.clip_labels(clip_duration=10, clip_overlap=0, min_label_overlap=1)\n", "# labels_10s.columns=['label']\n", "labels_10s.head()" ] }, { "cell_type": "markdown", "id": "59641dd0-ba56-478e-8e15-3c3a0286a41f", "metadata": {}, "source": [ "Let us look at one of these positive clips (a particularly hard example!) from our soundscape recordings." ] }, { "cell_type": "code", "execution_count": null, "id": "b384e204-65ec-48de-b949-cfed5d1ae84e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " 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", 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" ] }, "metadata": { "image/png": { "height": 298, "width": 859 } }, "output_type": "display_data" } ], "source": [ "# audio\n", "audio = Audio.from_file(\n", " f\"{data_path}/clips/Recording_1_Segment_23.mp3\", offset=95, duration=10\n", ")\n", "audio.show_widget()\n", "Spectrogram.from_audio(audio).bandpass(0, 8000).plot()" ] }, { "cell_type": "markdown", "id": "04ef4999-e350-4c2b-b826-60ee1b6dc6b0", "metadata": {}, "source": [ "The repeated keek call of the Northern Flicker is visible in the second half of the spectrogram, but it's much harder to pick out than the example from xeno-canto, as it's in amongst other calls in the soundscape and is more distant. We'll test two signal processing methods available in OpenSoundscape for their ability to detect these vocalizations. " ] }, { "cell_type": "markdown", "id": "69d8d2e7-d661-4cf2-8867-6b0fb1ce87ee", "metadata": { "tags": [] }, "source": [ "## RIBBIT method\n", "The RIBBIT method detects sounds with periodic amplitude modulation, and was developed in [Lapp et al 2021](https://conbio.onlinelibrary.wiley.com/doi/full/10.1111/cobi.13718) to detect frog calls. Since the Northern Flicker keek sequence contains a regular structure of periodic amplitude modulation, we experiment with using RIBBIT to detect this vocalization. " ] }, { "cell_type": "markdown", "id": "a3d79678-a240-4c41-be16-1090334be6e6", "metadata": {}, "source": [ "#### Model parameters\n", "\n", "The method requires signal parameters to be set based on expected properties of the call as following." ] }, { "cell_type": "code", "execution_count": null, "id": "29d1c41d-95fa-4fb6-a3af-c2c5d1d71037", "metadata": {}, "outputs": [], "source": [ "# minimum and maximum rate of pulsing (pulses per second) to search for\n", "pulse_rate_range = [4, 15]\n", "\n", "# look for a vocalization in the frequency range\n", "signal_band = [2200, 3500]\n", "\n", "# remove background noise based on these frequency ranges\n", "noise_bands = [[0, 1000]]\n", "\n", "# divides the signal into segments this many seconds long, analyzes each independently\n", "clip_duration = 10 # seconds\n", "clip_overlap = 0 # seconds\n", "final_clip = (\n", " \"remainder\" # how to handle the final clip if it is shorter than clip_duration\n", ")\n", "\n", "# if True, it will show the power spectrum plot for each audio segment\n", "show_plots = True" ] }, { "cell_type": "markdown", "id": "694b389a-44e7-4fee-a910-427219d01e97", "metadata": {}, "source": [ "#### Visualize RIBBIT analysis\n", "To start with, we analyze the first few seconds of the xeno-canto file containing a Northern Flicker in the foreground. By using show_plots=True, we can see the power spectral density calculated by the RIBBIT method based on the parameters selected above. " ] }, { "cell_type": "code", "execution_count": null, "id": "21df8c47-2aac-4506-98dd-3717f151749a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "window: 0.0 to 9.996190476190476 sec\n" ] }, { "data": { "image/png": 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xx1z333fffXLVVVeF/Hzr1q2TSZMmeVxee+01effdd007L1W5cmWZP3++fPjhh/m203OnLbLsY7/++usyd+5c2bFjh9mnfv36snLlSvNYXFycRItatWqZdobeaCu6xx9/3HV72rRprtZ6Fm1Rp6+dZeLEiZKYmOh1TG0RV65cOdfnTN9jO/f2i9pW0M66T9tH3nHHHVKqVKl897WPa9GWlT///LPZ7tatm3Tv3l180dfEaoeZmZlpPkf5ee655yQlJUVCQV8zi7a1c2plGQwd5+WXXzat7pxoy0h93KLfD1YbRXf/+te/XNv6d5bf837ooYdc75+2qdO2ke7mzZtnWtypokWLyowZM8xcCoq2JfX2GgVD2ylaLS21HeWqVask3LSdpr6ulueff97nd6o+rq99ftzfe23Faf2de9O/f3/TYlN9+umnpnWmL9qu8bbbbvP6eOPGjaVFixZmW7+ntBWrr7+f8uXLy5lGW79qu1KlLUQ/++wzr/vq97GlT58+fr1HAAAAoUSQBgAAgKihax7pj+jul5IlS5o1e/SHbesH+2effdbjh9JIO3DggNxwww1yyy23mHWcQknXk9J1czQgcV9bqaBpgPD/O2aEfH00pUFpfqGErttjhYu6rpE9PHEPqi688EKz3pAv+mPvTTfd5Hi8t3XS7OGdtT6aroGk41nr5en99iAmv/XRPvnkE4/Xwx+6/pclv+BD14Xq2LGjhIqGE7o+l9KQ2X0tqtNhrd2WX5Dh/v7a3zv9G9V1vpSu1aRrouVHn4uu7aR0bTcrOLf8+9//dm3r5ya/cCacdE02XUsrmOBKn4eGS7oW2D333CN33XWX67J06VLXvtbrF05r1qxxrd+ma43pum/5fYZ1nT9fsrKyXKGPrhF27bXX+jWX9u3bm2v9G8/vs3zjjTfmO57759MKYN1Vr17dI+g9Ew0ZMsQxLHOnax++/fbbrtuDBw+OyNwAAADcFdw/bwMAAADOMBqiaEXNoEGDwnaOJ554QkaPHp3n/pMnT5ofQ5csWWKqIv744w/z4+HGjRtNRYz+wJsfrWDRygd3+qPtiRMnTCXSggULTECo55owYYJs2rTJVEf4qqoqLKwAwxd9jRs0aCBbt241t/W1t6pIrNvuYYw/LrvsMnnllVfM9rfffpvn8YoVK5pz/Pjjj3L48GETrmiIo3755RdTqeH+I7xea2WZBqz6/lk/put+v/76q9muUaOG1K5dO8+5vvrqK9e2VulYIZ0vGvhY9uzZ43NfDRdDWeWon0utnJs9e7YJLzTU6927t/Ts2dOE31Z1Vzg+C9Z+1nvu/t7bX8vU1FQTEvlj586dHq+nBlaWr7/+2rVtvd8FpVmzZgHtv3fvXlNx98EHH7iCq/zo5z3c3N+3li1b+lVhp++79Q8rnGzevNl8h1pVdsOHD/e7GtnfvyXrO8AX/UcfTtVnll69esn06dNdQdqGDRukX79+cvXVV0vdunXlTHDrrbeaz43+o46FCxeaSj3356X0v1tWBZ++Lvo+AgAARBpBGgAAAKKGtsJy/xFOAyYNIKyqhezsbPOv3TXAePrppyM6N6020jZXetFqlIsvvlj27dsnW7ZskX/+858mJAuGVt0VL15cLrroInPRSgcNd44fP24qmJ555hkT7hV2Gi75u58VpGmY6c799jnnnOPXeDVr1sw3ONDqMQ3SlL4n1o/oThVm9go2K0hz37dt27aO59EqO8ucOXMkUPlVR4ajfdyLL75oAgANgrUy5a233jIXDUT0b0Ur9LQFa6dOnUz7y1B/Fiz2z4L7a6kBprZKPd3X8/fff3dtOwWhkRTIe6lhVYcOHQKuntXvoHBzf9+Ced+duL/3GvCE4r2300rp/GiIZ9HWq3YamN19992uIF+DPCvM0wC/devW5vtEw+pq1apJQdB/vKDBuP6jEevv22on61SpRjUaAAAoKLR2BAAAQNTo3LmzWdfKumgLwf/85z+mEsy9BZ+ubeXPelDhUrVqVY9wS39kPHjwYEjG1pBGf1y16FpQ+gNmYefvWnPua+/Yf+jX4NVpv2DHc6o+cm8haIVj2hJQWzsqbSFoVSc67Wsfz1t1WTC0KsyXUK2NZl+nTdd/evTRR82P/xZta/n999/Lq6++atZ603UFtSWrhuGR+Cyc7mvp9Hq6n6NYsWJSkPx9L/UfIGgbWisY0gBO3yv9bGrVlVZu6XtltW11/wcB9tak4eD+NxvM++4kHO+9XajWA9Tvd11r017FpaGtVqXqfws0ONQwy6p+jTT3teDs7R11Tp9//rnZ1qBc2+8CAAAUBII0AAAARD39sV7DKv0X/JY77rgj5OuTBcJ9Lvqjqz9t+IIZ+8iRI3na1hVGp06d8ms/q2Wb0ko+d+7hhvt+wY5nca8y0/fZWifNCse0jaRVbaWVWNrWUK1cudIVHLmHak7ro9kDAm0zaYUb/l6c1mGKBF2H6sknnzQVmtr+cNy4caaKxn0NMf1bHTVqlAl17OvMheOz4P5a6ppagb6WerG3YXU/h3sAdCbTMMZqKar/AEDbjep7pZ9BrXLS8Mo9FIpEFZq3v9lg3ncn7u+9tuYM5r13au8bLho0f/PNN7J792558803ZejQoWZdP4vOR99HrVjWNTQjTatKrRa62tp27dq1rsc0eLUC1x49ekiZMmUiPj8AAABFkAYAAAD8/4Bi6tSprh9JNWDSyrSCohU27vRH0LNh7DOVv9UW7msXuQc19nZ3/o7nHj7Zx7NUqFBBGjZs6PrcaRiha2lZc7FXmFlBmVbGaAiq7591Hm05WatWLcfzuFd0harCMZJ0/TVteXr//ffL/PnzTVWNrh+oQZZF11nSUCDcn4VwvJbuY1rh1Jnuiy++cG1rSz77d4tdpL9rgvmbzW/9srP170grz3RNMl0vTVsG6+sxZswYV6WetqnUNsIFYciQIXmq0uwVjLR1BAAABYkgDQAAAPj/tILCfX0Wbf9YUD+U2qsnNOg7G8Y+U2klU36OHj3qWqtMaYWGO2s9MqXr6vnDfT/7eO7sa585rY9mcQ/W7Pt6Wx9NaQhlWb16tZzt9HOr6zwtWLDArJNm+eijj077s6C++uorr++d+2v53Xff+V2h6IvVvlNpy9nTEarWgPlxXy/MWtvPF62ijCT3v1ldH8yfdpLu77uTCy+80FUheujQIdmxY4ecjapXry6PP/64TJkyxXXf0qVLTbvOSH/m+vXr53pNZ8+ebf4bpS0dreBV1wz01rIWAAAgEgr//2MGAAAAAjBixAhXi7W0tDR5/vnnC2Qe2nrPnbZNOxvGPlO99957+a6f9c4777j20cqaBg0aeDx+xRVXuLa1Emzz5s0+x9Mfg/VHYafj7dzDMm3TaIVjWi1iX99I28lZLc7c97WPY3fttde6tqdPn24+34WB/oDftWtX122tVPNFQ8T8Kr60Ysf978T+uuoP+1YVoa4xaF/bKRidOnVybevn5vDhw0GPpevqWTIzMyVc3EP4/FonbtiwwYRZkeTeFlU/FxoU+aJVnvkFsbp+nPvfsq7TdzZzr+jUz4pWxUb6M1e2bFnTulEdO3ZM3n//fY+/qYEDB0YsHAYAAHBCkAYAAAC4KV26tNx9992u25MnT5Y//vgj4vN48cUXXdv6A6KvECYQ+gOnVtq5rz/VvHlzKey0VaL7a2qnP7L/3//9n+v2oEGD8vxwq+v4WOuTqbvuusvnD8aPPvqoqVixXuebb77Z677uQY1W7Vjh2GWXXSaJiYke++q8rMozbW3oXr3kq2pD1w+rW7eu2T5w4IAMGzYs3/XE3NfsCkXVVSB0PS0NqQJtx6etMn3R5zx8+HCvz13D1Hvuucd1W6verDWc3D344IMe7/X3338v/nKqdNUgQVtzWq/3gAEDzPqIwdBgwqJry4WLBooWXwGUhmy33XabRFqpUqXM594ycuRISU1N9bq/vqf+rE/n/t6/8sorpnrKX5GqcvY3iHX/29Fg1P2zE8nPnPvn46WXXjKVplZLV/1bAAAAKEgEaQAAAICNrhNTrFgx1w/A48ePj9i5tb3g0KFDZdGiRa77NIBxX5cnWBqe3HjjjR6VNhoaJiQkSEGrWbOmCYj00r9//5CPr2GU/vg9YcKEPO3dtm3bZloDWqGXvtb33Xef4zjPPPOM+WHXCrH0R3rrOIuGP6NGjfII7p544gnXZ8qJhj+NGjVyfQb27t3rs8LMul/DJmvtJw1h9HX0Ruf92muvueav6w916dLFPH9vtG2hvm7aBi7S63ZpBZM+n9GjR8vWrVu9hl5z5swxYYZTZZe3z4L+fennTF8/d3/99ZfcdNNNrnBSP4/6njvp27evK+DWcTRw0+DdW/inlTZa9ajvnXtYb4mPjzchtxXgfvzxx3L11Vd7tBt1p+viaWu+WbNm5XmscePGru1vvvnG7/XBAuVeCfjmm2+a70p75ae2PuzYsaP53rHWoIwkfY2sqjQNO/Uzbw96tJ2hrr2n7589uHaiQba2I1QaduqY+jnxFsJp9acGQ9dff71HBVg4XXLJJea/HUuWLPH6mdy+fbvreagOHTr49fyduH/mtKIsUPp3Ua9ePdf3jtViUv+eq1SpEtScAAAAQiU+ZCMBAAAAhYT+y/o777xTnnvuOXN70qRJppLBaqd3Oj755BPHSgEN7PSHcV2/yb1ion79+vKvf/3Lr7HffvttWb9+fZ77tZJIfzBdu3atR4WLtj17+OGHJRpoi05d/04vL7zwggk9NNjS12XVqlWucE3DDG176O291tfs2WeflQceeMDc1kCmRo0aphJMwyYNYrTd4p9//uk6pnv37l6DOfsPyfbAyFuFmdP9vto6Wq688koTpt1xxx0m8NAf2f/973+bEE9bRmrlnH4WNXTdtGlTgVRjutN5jBkzxlwqVapk1qfSa32ftIpQwzb3dbratGkjffr08TmmhpwaqGoANX/+fBOGaZCplUIaoLlX3um++llxooHk3Ll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start_timeend_timescore
00.09.9961934.284909
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" ], "text/plain": [ " start_time end_time score\n", "0 0.0 9.99619 34.284909" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# make a spectrogram\n", "spec = Spectrogram.from_audio(nofl_keek_audio_xc.trim(0, 10))\n", "\n", "# run RIBBIT\n", "score_df = ribbit(\n", " spectrogram=spec,\n", " signal_band=signal_band,\n", " pulse_rate_range=pulse_rate_range,\n", " clip_duration=clip_duration,\n", " clip_overlap=clip_overlap,\n", " noise_bands=noise_bands,\n", " final_clip=final_clip,\n", " plot=show_plots,\n", ")\n", "\n", "score_df[\"score\"] = score_df[\"score\"] * 10000\n", "score_df" ] }, { "cell_type": "markdown", "id": "93b8c81b-a088-41b3-ae98-f73fe2244827", "metadata": {}, "source": [ "The Northern Flicker's keek sequence is clearly visible in the power spectral density as a peak at 9 repetitions per second. \n", "\n", "The scores output by the RIBBIT method are the maximum value of the power spectral density within the `pulse_rate_range` denoted by the orang and green bounds on the plot. One score is generated for each analysis window of length `clip_duration`." ] }, { "cell_type": "markdown", "id": "897242fe-0897-47bf-b832-10187343caeb", "metadata": {}, "source": [ "#### Evaluation\n", "\n", "Now, let us look at the field clips we have from the annotated dataset. " ] }, { "cell_type": "code", "execution_count": null, "id": "3c7df5aa-65f1-45b4-8fb4-680cb3aeb70b", "metadata": { "tags": [] }, "outputs": [], "source": [ "score_df_list = []\n", "\n", "# calculate RIBBIT scores\n", "files = labels_10s.reset_index()[\"file\"].unique()\n", "\n", "for file in files:\n", "\n", " # make the spectrogram\n", " spec = Spectrogram.from_audio(audio.from_file(file))\n", "\n", " # run RIBBIT\n", " score_df = ribbit(\n", " spectrogram=spec,\n", " signal_band=signal_band,\n", " pulse_rate_range=pulse_rate_range,\n", " clip_duration=clip_duration,\n", " clip_overlap=clip_overlap,\n", " noise_bands=noise_bands,\n", " final_clip=final_clip,\n", " plot=False,\n", " )\n", "\n", " # add score to table\n", " score_df[\"score\"] = score_df[\"score\"] * 10000\n", " score_df[\"file\"] = file\n", " score_df = score_df.reset_index(drop=True).set_index(\n", " [\"file\", \"start_time\", \"end_time\"]\n", " )\n", " score_df_list.append(score_df)\n", "\n", "score_df = pd.concat(score_df_list).sort_index()\n", "\n", "# add scores to label dataframe\n", "labels_10s[\"ribbit_score\"] = score_df.loc[labels_10s.index][\"score\"]" ] }, { "cell_type": "code", "execution_count": 12, "id": "8398fce8-8e8e-4538-aba5-0904f4f4cae6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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keekribbit_score
filestart_timeend_time
./signal_processing_examples/clips/Recording_1_Segment_23.mp30.010.0False0.014986
10.020.0True0.386325
20.030.0False0.391848
30.040.0False0.016624
40.050.0False0.000467
\n", "
" ], "text/plain": [ " keek \\\n", "file start_time end_time \n", "./signal_processing_examples/clips/Recording_1_... 0.0 10.0 False \n", " 10.0 20.0 True \n", " 20.0 30.0 False \n", " 30.0 40.0 False \n", " 40.0 50.0 False \n", "\n", " ribbit_score \n", "file start_time end_time \n", "./signal_processing_examples/clips/Recording_1_... 0.0 10.0 0.014986 \n", " 10.0 20.0 0.386325 \n", " 20.0 30.0 0.391848 \n", " 30.0 40.0 0.016624 \n", " 40.0 50.0 0.000467 " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "labels_10s.head()" ] }, { "cell_type": "markdown", "id": "d454cdd3-067b-4c01-93f3-0f389eb4daac", "metadata": {}, "source": [ "### Evaluate performance of the method " ] }, { "cell_type": "code", "execution_count": null, "id": "d290dfc4-f3b0-4e0c-9ed4-fffe0a0fe91c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recall: 0.35\n", "Precision: 0.88\n" ] } ], "source": [ "print(\n", " f\"Recall: {recall_score(labels_10s.keek.values,labels_10s.ribbit_score>0.5):0.2f}\"\n", ")\n", "print(\n", " f\"Precision: {precision_score(labels_10s.keek.values,labels_10s.ribbit_score>0.5):0.2f}\"\n", ")" ] }, { "cell_type": "markdown", "id": "cc8a23ee-ab3d-48ce-81a6-623eb5027867", "metadata": {}, "source": [ "The method detects roughly a third of the keek annotations with high precision. Low recall probably occurs because many of the keek annotations in the annotated dataset are very distant and are masked by other sounds. " ] }, { "cell_type": "markdown", "id": "0173c582-ec2a-4938-a09b-dbf5f0eab32e", "metadata": {}, "source": [ "## Wavelet-based peak sequence method\n", "\n", "This method, from [Lapp et al 2022](https://wildlife.onlinelibrary.wiley.com/doi/full/10.1002/wsb.1395), uses a continuous wavelet transform to extract sequences of constant-frequency syllables from audio. Then, it searches for sequences of extracted peaks matching a set of criteria: for instance, the spacing between peaks and the number of peaks in the sequence. \n", "\n", "Let's try it out for the Northern Flicker keek call as an alternative to the RIBBIT method. " ] }, { "cell_type": "markdown", "id": "2c8f631a-f742-474e-bc40-1fbd225c98d7", "metadata": {}, "source": [ "#### Parameters\n", "The parameters for this method are based on arguments as given below. The associated manuscript describes parameters in detail." ] }, { "cell_type": "code", "execution_count": null, "id": "69592e1b-4968-4697-b966-53ed33c06bf5", "metadata": {}, "outputs": [], "source": [ "sr = 8000 # resample audio to this sample rate\n", "window_len = 10 # sec to analyze in one chunk\n", "center_frequency = 3500 # target audio frequency of cwt\n", "wavelet = \"morl\" # pywt wavelet name - let's keep default for now\n", "peak_threshold = 0.07 # height threhsold (0-1) for peaks in normalized signal\n", "peak_separation = 1 / 15 # min duration (sec) between peaks when extracting peaks\n", "dt_range = (1 / 15, 1 / 3) # range of peak separation (sec) to search for\n", "dy_range = (-0.05, 0.05) # range of peak separation reduction rate\n", "d2y_range = (-0.03, 0.03) # range of peak separation reduction rate of change\n", "max_skip = 2 # max sequential invalid points\n", "duration_range = (1, 10) # length (sec) of sequence\n", "points_range = (10, 100) # number of points in sequence\n", "show_plots = True # show plots of each segment" ] }, { "cell_type": "markdown", "id": "8edeb819-d60c-408e-bacd-728fbfaabfba", "metadata": {}, "source": [ "#### Visualize Method\n", "Let's visualize the wavelet method, once again using the Xeno Canto recording of a foreground Northern Flicker. \n" ] }, { "cell_type": "code", "execution_count": 15, "id": "5ca75dc2-d270-42cf-ad70-c940e87e4502", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "detected peaks and sequences for window 1\n" ] }, { "data": { "image/png": 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sequence_ysequence_twindow_start_tseq_lenseq_start_timeseq_end_timeseq_midpoint_time
0[0.15900198752484407, 0.1476268453355667, 0.13...[1.8653983174789683, 2.0244003050038124, 2.172...0151.8653983.7102962.787847
1[0.1201265015812698, 0.120376504706309, 0.1246...[4.91718646483081, 5.03731296641208, 5.1576894...0214.9171867.3027166.109951
2[0.11637645470568447, 0.11800147501843661, 0.1...[7.888348604357554, 8.004725059063238, 8.12272...0187.8883499.9098748.899111
\n", "
" ], "text/plain": [ " sequence_y \\\n", "0 [0.15900198752484407, 0.1476268453355667, 0.13... \n", "1 [0.1201265015812698, 0.120376504706309, 0.1246... \n", "2 [0.11637645470568447, 0.11800147501843661, 0.1... \n", "\n", " sequence_t window_start_t seq_len \\\n", "0 [1.8653983174789683, 2.0244003050038124, 2.172... 0 15 \n", "1 [4.91718646483081, 5.03731296641208, 5.1576894... 0 21 \n", "2 [7.888348604357554, 8.004725059063238, 8.12272... 0 18 \n", "\n", " seq_start_time seq_end_time seq_midpoint_time \n", "0 1.865398 3.710296 2.787847 \n", "1 4.917186 7.302716 6.109951 \n", "2 7.888349 9.909874 8.899111 " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# run wavelet method\n", "results_df = detect_peak_sequence_cwt(\n", " audio=nofl_keek_audio_xc,\n", " sample_rate=sr,\n", " window_len=window_len,\n", " center_frequency=center_frequency,\n", " wavelet=wavelet,\n", " peak_threshold=peak_threshold,\n", " peak_separation=peak_separation,\n", " dt_range=dt_range,\n", " dy_range=dy_range,\n", " d2y_range=d2y_range,\n", " max_skip=max_skip,\n", " duration_range=duration_range,\n", " points_range=points_range,\n", " plot=show_plots,\n", ")\n", "results_df" ] }, { "cell_type": "markdown", "id": "400e5fb6-cba5-4de3-8b97-7188e70f2562", "metadata": {}, "source": [ "This method successfully recognizes sequences of keeks that belong to the Northern Flicker call in this Xeno Canto recording. Let's see its performance on the actual field set." ] }, { "cell_type": "markdown", "id": "f3ae4d99-ba18-4271-8393-f3a06896d843", "metadata": {}, "source": [ "### Apply CWT method to annotated data" ] }, { "cell_type": "code", "execution_count": null, "id": "b12aa5f5-311a-4187-a6ae-888c7b47292e", "metadata": { "tags": [] }, "outputs": [], "source": [ "all_results = []\n", "\n", "for file in files:\n", " # run the cwt method on a file\n", " results_df = detect_peak_sequence_cwt(\n", " audio=Audio.from_file(file),\n", " sample_rate=sr,\n", " window_len=window_len,\n", " center_frequency=center_frequency,\n", " wavelet=wavelet,\n", " peak_threshold=peak_threshold,\n", " peak_separation=peak_separation,\n", " dt_range=dt_range,\n", " dy_range=dy_range,\n", " d2y_range=d2y_range,\n", " max_skip=max_skip,\n", " duration_range=duration_range,\n", " points_range=points_range,\n", " plot=False,\n", " )\n", "\n", " # add any detections to a table\n", " if len(results_df) > 0:\n", " results_df[\"file\"] = file\n", " results_df = results_df.set_index(\"file\")\n", " all_results.append(results_df)\n", "\n", "\n", "all_results_df = pd.concat(all_results) # .set_index('file')" ] }, { "cell_type": "markdown", "id": "d25ad987-7ae5-458d-a068-9027cbd424f8", "metadata": {}, "source": [ "The output of this method is a list of detected sequences. Let's add the length of the maximum sequence detected to our results table. " ] }, { "cell_type": "code", "execution_count": null, "id": "0a210527-4f4d-42aa-a2f4-51b5396f0ecc", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/d8/265wdp1n0bn_r85dh3pp95fh0000gq/T/ipykernel_58024/1895559801.py:7: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n", " labels_10s=labels_10s.fillna(0)\n" ] } ], "source": [ "labels_10s[\"cwt_max_sequence\"] = None\n", "for f, start, end in labels_10s.index:\n", " if f in all_results_df.index:\n", " file_dets = all_results_df.loc[[f]]\n", " clip_dets = file_dets[file_dets[\"window_start_t\"] == start]\n", " labels_10s.at[(f, start, end), \"cwt_max_sequence\"] = clip_dets[\"seq_len\"].max()\n", "labels_10s = labels_10s.fillna(0)" ] }, { "cell_type": "code", "execution_count": null, "id": "1c5be975-b3da-420e-8599-6eef8e24db22", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recall: 0.40\n", "Precision: 0.50\n" ] } ], "source": [ "from sklearn.metrics import precision_score, recall_score\n", "\n", "print(f\"Recall: {recall_score(labels_10s.keek,labels_10s.cwt_max_sequence>0):0.2f}\")\n", "print(\n", " f\"Precision: {precision_score(labels_10s.keek,labels_10s.cwt_max_sequence>0):0.2f}\"\n", ")" ] }, { "cell_type": "markdown", "id": "1cca8686-8484-4c69-a87a-eac0a9b5f9f7", "metadata": {}, "source": [ "For this test set, compared to the RIBBIT method, the wavelet method detects a slightly higher fraction of the annotations but has lower precision (more false positives)." ] }, { "cell_type": "markdown", "id": "c79cec4c-90a7-46b2-9fcb-2258f8205766", "metadata": {}, "source": [ "**Clean up**:\n", "The following cell will delete the files you downloaded." ] }, { "cell_type": "code", "execution_count": null, "id": "4075c27a-1a3e-4407-9ccc-647cec7fed4c", "metadata": {}, "outputs": [], "source": [ "import shutil\n", "\n", "shutil.rmtree(data_path)" ] } ], "metadata": { "kernelspec": { "display_name": "opso_dev", "language": "python", "name": "opso_dev" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }