Interspeech
franklee16/academic-research-skills
A skill your agent uses when targeting INTERSPEECH (INTERSPEECH) or deciding whether a computer-science manuscript fits this venue.
Agent skill
Interspeech Supplementary
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must…
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Install Interspeech Supplementary
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementary --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .claude/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .claude/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementaryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementary --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .agents/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .agents/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementary --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .cursor/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .cursor/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path INTERSPEECH-Skills/skills/interspeech-supplementary--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementary --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .gemini/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .gemini/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementaryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .github/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .github/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills interspeech-supplementary --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/INTERSPEECH-Skills/skills/interspeech-supplementary .opencode/skills/interspeech-supplementary && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "interspeech-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/INTERSPEECH-Skills/skills/interspeech-supplementary into .opencode/skills/interspeech-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interspeech-supplementary", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
interspeech-supplementary- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 614 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must…
- Works in 4 steps: Compress into the body — one row, one… → Cite the arXiv extended version — but… → Repo RESULTS.md — full sweeps,… → …
- Deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment
- SKILL.md covers The three shelves, Audio: the supplement that…, Attachments vs links and Extended analyses without an…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Interspeech Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must see, the references-and-acknowledgments page's strict scope, and packaging extra analyses when no reviewed appendix exists.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment
- What reviewers may ignore versus must see
- The references-and-acknowledgments pages strict scope
- Packaging extra analyses when no reviewed appendix exists
Example prompts
- “/interspeech-supplementary”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Compress into the body — one row, one sentence, one footnote-density claim.
- Cite the arXiv extended version — but only outside the anonymity period and
- Repo RESULTS.md — full sweeps, per-language tables, negative results;
- Save it for the Long Paper track or a journal extension (TASLP, CSL, Speech
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Interspeech Supplementary loads about 1.5k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 614 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 614 words, ~1,501 tokens.
Download SKILL.mdSave it as
.claude/skills/interspeech-supplementary/SKILL.md (or your agent's skills folder).- name
- interspeech-supplementary
- description
- Use when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must see, the references-and-acknowledgments page's strict scope, and packaging extra analyses when no reviewed appendix exists.
INTERSPEECH Supplementary Material
Interspeech's supplement story is inverted from big-ML venues: there is no reviewed appendix. A regular paper is 4 pages of content plus one page for references and acknowledgments only — everything else is optional accompaniment that reviewers may open but never owe you. Design the paper to stand alone, then design the accompaniment to be irresistible. (Long Papers, new in 2026, follow their own reported 8+2 contract — verify before assuming appendix room.)
The three shelves
| Shelf | What lives there | Review status |
|---|---|---|
| The 4 pages | Every claim, the decisive table, the assumption set, protocol one-liners | Reviewed; the paper is this |
| References/acks page | Citations; acknowledgments (camera-ready only) | Policed — nothing else allowed |
| Accompaniment | Audio demo page, code repo, extended tables, media attachments | Optional reading; anonymity rules apply |
The classic failure: a decisive ablation "in the demo page" that a reviewer never
opens, followed by a review saying the claim is unsupported. If the paper's fate
depends on it, it goes in the 4 pages — compression is the skill (see
interspeech-writing-style), not relocation.
Audio: the supplement that actually gets consumed
Interspeech is the one major venue where reviewers routinely listen. For synthesis, conversion, enhancement, and separation papers, the sample page is effectively part of the evidence:
- Curate like an experiment, not a highlight reel: same utterances across systems, including the baseline and the failure cases your error analysis discusses.
- Label conditions exactly as the paper's tables do, so a listener can map sample → table row in seconds.
- Keep it short: reviewers give minutes, not hours. Ten well-chosen triplets beat a hundred files.
- Cherry-picking is detectable and remembered; note explicitly whether samples are random or selected, and match the paper's claim ("randomly drawn from test").
- Anonymity: neutral hosting, clean metadata, no lab-identifiable voices — the full
sweep in
interspeech-artifact-evaluationapplies to every linked byte.
Attachments vs links
Cycles differ on whether media files may be attached in CMT and what the size cap is — check the current author instructions rather than assuming. Attached media is frozen and safely anonymous; linked pages are richer but riskier (identity, mutability). When policy is unclear: attach the minimum decisive audio, link the rest, freeze both.
Show full SKILL.md (257 more words)Show less
Extended analyses without an appendix
Where an AISTATS or NeurIPS author would write "App. C", an Interspeech author chooses:
- Compress into the body — one row, one sentence, one footnote-density claim.
- Cite the arXiv extended version — but only outside the anonymity period and per the current preprint policy; during review this is usually unavailable.
- Repo
RESULTS.md— full sweeps, per-language tables, negative results; discoverable post-acceptance, invisible to review. - Save it for the Long Paper track or a journal extension (TASLP, CSL, Speech Communication) — Interspeech-to-journal extension is a standard community path.
Pick consciously per artifact; the default of "dump everything in the repo" leaves reviewable evidence outside the review.
A sample-page layout that respects reviewer time
Anonymous demo — Paper #1234
Section 1: Main comparison (Table 2 systems, 6 utterances × 4 systems)
utt-01 [GT] [Baseline] [Ablation] [Proposed] ← same grid every row
Section 2: Failure cases discussed in Sec 4.3 (3 utterances)
Section 3: Operating points (320/480/640 ms, 2 utterances each)
Selection: utterances drawn randomly from test; seed 17.The grid mirrors the paper's tables, failure cases are volunteered rather than hidden, and the selection policy is printed on the page itself. A reviewer can audit the audio claims in under five minutes — which is the entire budget you realistically have.
Media-file craft
- Normalize loudness across systems before publishing; a louder system "wins" MOS-by-ear unfairly and reviewers know the trick.
- Same utterance text, same speaker (where applicable), same sample rate across systems — any mismatch invites suspicion of stacked comparisons.
- Keep individual clips short (3–8 s); attention decays per clip, and short clips force you to choose genuinely diagnostic material.
- Provide file-level captions ("proposed, 480 ms, repair-bearing"), never bare
audio_final_v2.wavnames.
Packaging checklist
[ ] Paper stands alone: no claim depends on unreviewed material
[ ] Sample page: same utterances across systems, failure cases included,
selection policy stated, mapped to table rows
[ ] Hosting anonymous, page frozen, media metadata scrubbed
[ ] Attachment rules of the current cycle checked (size, formats)
[ ] References page contains references (and, at camera-ready, acks) only
[ ] Extended-material route chosen: body / arXiv-later / repo / journalOutput format
[Shelf audit] what sits on each shelf; anything decisive off-page?
[Audio evidence] curation quality, selection policy, anonymity result
[Attachment plan] attach vs link, per current-cycle rules (cite source)
[Overflow route] compress / arXiv / repo / Long Paper / journal — per item
[Risk] <the unreviewed item most likely to be assumed reviewed>Current-cycle attachment and preprint rules were checked 2026-07-08 against the
Interspeech 2026 author pages via renderings (resources/official-source-map.md);
the anonymity-period wording there governs anything you host.
© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in INTERSPEECH-Skills/skills/interspeech-supplementary of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Interspeech Supplementary next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Interspeech Supplementary this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Interspeechfranklee16/academic-research-skills | 223 | 1 repos | ~1.9k | Automated safety check: Pass | None | |
| Isca Supplementarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Pldi Supplementarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~941 | Automated safety check: Pass | MIT | |
| Sigmod Supplementarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Icdm Supplementarybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1k | Automated safety check: Pass | MIT |
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Questions about Interspeech Supplementary
What does Interspeech Supplementary do?
A skill your agent uses when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must…. Interspeech Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment, what reviewers may ignore versus must see, the references-and-acknowledgments page's strict scope, and packaging extra analyses when no reviewed appendix exists.
When should I use Interspeech Supplementary?
Interspeech Supplementary fits situations like: deciding what accompanies an INTERSPEECH paper beyond its 4 pages — audio sample pages and multimedia for listening-based judgment; what reviewers may ignore versus must see; the references-and-acknowledgments pages strict scope; packaging extra analyses when no reviewed appendix exists.
How do I install Interspeech Supplementary in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a claude-code`. Or copy the skill folder (INTERSPEECH-Skills/skills/interspeech-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/interspeech-supplementary in your project. Claude Code loads it when a task matches its description.
How do I install Interspeech Supplementary in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a codex`. Or copy the skill folder (INTERSPEECH-Skills/skills/interspeech-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/interspeech-supplementary in your project. Codex loads it when a task matches its description.
Can I use Interspeech Supplementary in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill interspeech-supplementary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/interspeech-supplementary, .gemini/skills/interspeech-supplementary, .github/skills/interspeech-supplementary and .opencode/skills/interspeech-supplementary in your project.
What does Interspeech Supplementary need to run?
SKILL.md names no scripts, command-line tools or credentials: Interspeech Supplementary is instructions for the agent only.
Does Interspeech Supplementary access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Interspeech Supplementary safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Interspeech Supplementary use?
Interspeech Supplementary is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Interspeech Supplementary use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Interspeech Supplementary?
Skills that share tags, products or a category with Interspeech Supplementary: Interspeech (franklee16/academic-research-skills, 223 stars), Isca Supplementary (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Pldi Supplementary (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Sigmod Supplementary (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Interspeech Supplementary?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.