Interspeech Writing Style

INTERSPEECH Writing Style

Four pages is not a short paper; it is a different literary form. The Interspeech house style evolved to let a reader — who may be a phonetician, an ASR engineer, or an area chair skimming forty PDFs — extract task, method, corpus, metric, and delta in one pass. Everything below serves that one-pass property.

The opening contract

• Title: task and mechanism, in community vocabulary. Searchable in the ISCA Archive beats clever.
• Abstract (~100–150 words): task → limitation of current practice → your move → corpus + metric + headline number → one-clause takeaway. Numbers belong in Interspeech abstracts; "significant improvements" without a number reads as evasion.
• Index Terms: the paper kit's index-terms line is your search surface — pick the 3–5 terms your intended reviewers actually use.
• Introduction (~0.75 column): no history of deep learning. Name the task in sentence one, the gap by sentence three, the contribution list by the end.

Density moves that buy space honestly

The related-work section can shrink to a paragraph if positioning is woven into the introduction — common and accepted at this venue (see interspeech-related-work).

Speech-community diction

• Report metrics with their conditions attached: "WER 4.8% on test-other (no LM)", "EER 0.92% on Vox1-O", "MOS 4.1 ± 0.08". A bare number is a red flag.
• Use canonical corpus/partition names; do not rename "dev-clean" to "validation".
• Past tense for what you did, present for what the system does, no "novel" as a self-description — the reviewer decides novelty.
• Acronyms: expand once, then commit. An Interspeech paper drowning in undefined acronyms fails the one-pass property for the scientist half of the audience.
• Claims scale with evidence verbs: "improves" needs a CI; "suggests" tolerates a trend; "solves" needs more than four pages of anything.

The compression order (when you are at 5.5 pages)

1. Cut motivation prose — Interspeech readers arrive pre-motivated.
2. Convert method paragraphs to diffs against cited standards.
3. Merge tables; move per-condition detail into a results sentence.
4. Trim the intro's third rehearsal of the contribution.
5. Only then consider dropping an experiment — and if the paper still does not fit, that is a Long Paper or journal signal, not a formatting problem.

Never buy space with template tricks; the PDF checker and the format police are real (see interspeech-submission).

Micro-example: results sentence, before → after

Before (3 lines):  We evaluate our proposed method on the LibriSpeech
dataset. Our method achieves significant improvements over the baseline.
Results are shown in Table 2, which demonstrates the effectiveness.

After (2 lines):  On LibriSpeech, the proposed front end reduces WER from
5.6% to 4.9% on test-other (Table 2; paired bootstrap p<0.01), with the
largest gains on utterances under 3 s.

The after-version is shorter and carries corpus, metric, delta, significance, and an analysis hook.

A working section budget for 4 pages

Budgets flex ±30% by paper type (science papers grow §4–5, systems papers §3), but a draft violating the total by a full column will not compress overnight.

Bilingual/global audience note

Interspeech's readership is the most linguistically diverse of the major ML-adjacent venues. Prefer plain constructions, keep sentences under ~25 words, and gloss language-specific phenomena (tone sandhi, pitch accent) in one clause — reviewers outside your language's community must still follow the claim.

Titles: a quick calibration

• Weak: "A Novel Deep Learning Framework for Improved Speech Processing" — no task, no mechanism, unsearchable.
• Serviceable: "Prosody-Gated Chunking for Streaming ASR on Spontaneous Speech" — task, mechanism, condition, all in Archive-searchable vocabulary.
• Community pattern: many memorable Interspeech titles name the system once ("Conformer: …", "SpecAugment: …") and then say plainly what it does; earn the name after the colon with a descriptive clause, not instead of one.

Output format

[One-pass check] task/method/corpus/metric/delta extractable from p.1? y/n
[Opening] title, abstract-number, index-terms verdicts
[Density audit] paragraphs convertible to one-liners or diffs
[Diction] bare numbers, undefined acronyms, unverifiable verbs found
[Compression plan] ordered cuts to reach 4 pages without claim loss
[Escalation] fits in 4pp / needs Long Paper / needs journal

Format facts (4 content pages + references page; Long Paper track parameters) follow the 2026 cycle as logged in resources/official-source-map.md (2026-07-08); the paper kit of the current cycle is the sole format authority.

Source: brycewang-stanford/Awesome-Journal-Skills → INTERSPEECH-Skills/skills/interspeech-writing-style/SKILL.md