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| <div class="banner-header">Help us improve the model!</div> | |
| <div class="banner-text"> | |
| Found an issue or have suggestions? | |
| Join us on Discourse to share feedback and questions. | |
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| </div> | |
| </div> | |
| <a href="https://earthspeciesproject.discourse.group/t/feedback-for-naturelm-audio-ui-hugging-face-spaces-demo/17" | |
| target="_blank" class="link-btn">Share Feedback</a> | |
| </div> | |
| <div class="guide-section"> | |
| <h3>Getting Started</h3> | |
| <ol style="margin-top: 12px; padding-left: 20px; | |
| color: #6b7280; font-size: 14px; line-height: 1.6;"> | |
| <li style="margin-bottom: 8px;"> | |
| <strong>Upload your audio</strong> or click on a pre-loaded example. | |
| Drag and drop your audio file containing animal vocalizations, | |
| or click on an example. | |
| </li> | |
| <li style="margin-bottom: 8px;"> | |
| <strong>Trim your audio (if needed)</strong> by clicking the scissors | |
| icon on the bottom right of the audio panel. Only the first 10 seconds of audio will be analyzed, so trim to the most relevant section of your recording. | |
| </li> | |
| <li style="margin-bottom: 8px;"> | |
| <strong>View the Spectrogram (optional)</strong>. You can easily | |
| view/hide the spectrogram of your audio for closer analysis. | |
| </li> | |
| <li style="margin-bottom: 8px;"> | |
| <strong>Select a task or write your own</strong>. Select an option | |
| from pre-loaded tasks. This will auto-fill the text box with a prompt, | |
| so all you have to do is hit Send. Or, type a custom prompt directly | |
| into the chat. | |
| </li> | |
| <li style="margin-bottom: 0;"> | |
| <strong>Send and Analyze Audio</strong>. Press "Send" or type Enter | |
| to begin processing your audio. Ask follow-up questions or press | |
| "Clear" to start a new conversation. | |
| </li> | |
| </ol> | |
| </div> | |
| <div class="guide-section"> | |
| <h3>Tips</h3> | |
| <b>Prompting Tips</b> (see full <a href="https://projects.earthspecies.org/naturelm-audio/prompting_guide.html" target="_blank">Prompting Guide</a> for more) | |
| <ul style="margin-top: 12px; padding-left: 20px; | |
| color: #6b7280; font-size: 14px; line-height: 1.6;"> | |
| <li><strong>For Yes/No questions, always include "Answer: Yes or No."</strong> Without this, the model may respond with species names rather than a yes or no answer.</li> | |
| <ul> | |
| <li> | |
| <i>Is an alarm call present in this recording? Answer: Yes or No.</i> | |
| </li> | |
| <li> | |
| <i>Is there a frog or amphibian vocalizing in this recording? Answer: Yes or No.</i> | |
| </li> | |
| </ul> | |
| <li><strong>Providing geographic or temporal context</strong> can help narrow identification.</li> | |
| <ul> | |
| <li> | |
| <i>Given the context: '[context]', what is the common name for the focal species in the audio?"</i> | |
| </li> | |
| <li> | |
| Replace [context] with whatever metadata you have, e.g. country: BR, coordinates: -23.5, -46.6 or recorded in temperate forest, June. | |
| </li> | |
| </ul> | |
| <ul> | |
| </ul> | |
| <li><strong>Giving the model a candidate list</strong> to choose from can improve accuracy. </li> | |
| <ul> | |
| <li> | |
| <i>Which of these is the focal species in the audio? Options: [species_choices]</i> | |
| </li><li> | |
| <i>Replace [species_choices] with a comma-separated list, e.g. Turdus merula, Erithacus rubecula, Fringilla coelebs, Parus major, Phylloscopus collybita.</i> | |
| </li> | |
| </ul> | |
| </ul> | |
| <br> | |
| <b>Audio Files</b> | |
| <ul style="margin-top: 12px; padding-left: 20px; | |
| color: #6b7280; font-size: 14px; line-height: 1.6;"> | |
| <li>Supported formats: .wav, .mp3, .aac, .flac, .ogg, .webm, | |
| .midi, .aiff, .wma, .opus, .amr</li> | |
| <li>If you are uploading an .mp4, please check that it is not | |
| an MPEG-4 Movie file.</li> | |
| <li>For best results, use high-quality recordings with minimal | |
| background noise.</li> | |
| </ul> | |
| </div> | |
| <div class="guide-section"> | |
| <h3>Learn More</h3> | |
| <ul style="margin-top: 12px; padding-left: 20px; | |
| color: #6b7280; font-size: 14px; line-height: 1.6;"> | |
| <li>Visit the <a href="https://projects.earthspecies.org/naturelm-audio/prompting_guide.html" | |
| target="_blank">NatureLM-audio Project Page</a> | |
| for more details, examples, and the full Prompting Guide</li> | |
| <li>Read our <a href="https://huggingface.co/blog/EarthSpeciesProject/nature-lm-audio-ui-demo/" | |
| target="_blank">blog post</a> with a step-by-step tutorial</li> | |
| <li>Check out the | |
| <a href="https://arxiv.org/abs/2411.07186" | |
| target="_blank">published paper</a> for a deeper technical dive on NatureLM-audio</li> | |
| <li>Sign up for our <a href="https://forms.gle/WjrbmFhKkzmEgwvY7" | |
| target="_blank">closed beta waitlist</a>, if you're interested in testing upcoming features like longer audio files and batch processing.</li> | |
| </ul> | |
| </div> | |